python (all)

www.statology.org   (2025-03-19)

tags: pandas, python, excel

In this article, we'll explore when and why you might want to use openpyxl directly, and understand its relationship with pandas.

linuxhandbook.com   (2025-03-18)

tags: linux, python, packages

I am sharing how I packaged my python application into an executable .deb package in this tutorial.

thecleverprogrammer.com   (2025-03-15)

tags: python

In this article, I'll walk you through a list of 50 Data Analytics projects on various domains to help you gain practical expertise.

www.kdnuggets.com   (2025-03-12)

tags: python

Check out this guide to learn how you can use asyncio for asynchronous programming in Python.

www.marktechpost.com   (2025-02-17)

tags: llms, tokens, python

A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in Python

www.kdnuggets.com   (2025-02-11)

tags: python, machine-learning

In this article, I will introduce you to 10 little-known Python libraries every data scientist should know.

simonwillison.net   (2025-02-07)

tags: sqlite, aws, python

Neat open source project on the GitHub organisation for the UK government's Department for Business and Trade: a "Python virtual filesystem for SQLite to read from and write to S3." …

simonwillison.net   (2025-02-07)

tags: llms, pip, python

I just released llm-smollm2, a new plugin for LLM that bundles a quantized copy of the SmolLM2-135M-Instruct LLM inside of the Python package. This means you can now pip install …

thecleverprogrammer.com   (2025-02-07)

tags: python, machine-learning

In this article, I'll take you through a list of 50+ Data Analysis Projects you should try to learn Data Analysis.

thecleverprogrammer.com   (2025-01-31)

tags: machine-learning, python

In this article, I'll take you through a list of 80+ hands-on Data Science projects you should try to learn everything in Data Science.

www.kdnuggets.com   (2025-01-27)

tags: python

Master cleaner, faster code with these essential techniques to supercharge your data workflows.

thecleverprogrammer.com   (2025-01-24)

tags: python, machine-learning

In this article, I'll take you through a list of 50+ AI & ML projects solved & explained with Python that you should try.

www.kdnuggets.com   (2025-01-18)

tags: python

A not-to-be-missed list of elegant Python solutions to perform common programming and processing tasks in a single line of code.

sebastianraschka.com   (2025-01-18)

tags: llms, nlp, machine-learning, python

This is a standalone notebook implementing the popular byte pair encoding (BPE) tokenization algorithm, which is used in models like GPT-2 to GPT-4, Llama 3,...

realpython.com   (2025-01-08)

tags: python, images

In this step-by-step tutorial, you'll learn how to use the Python Pillow library to deal with images and perform image processing. You'll also explore using NumPy for further processing, including to create animations.

towardsdatascience.com   (2025-01-02)

tags: python, forecasting-predictions

A hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDE and TFT

www.marktechpost.com   (2024-12-30)

tags: python, chip-design

Designing neuromorphic sensory processing units (NSPUs) based on Temporal Neural Networks (TNNs) is a highly challenging task due to the reliance on manual, labor-intensive hardware development processes. TNNs have been identified as highly promising for real-time edge AI applications, mainly because they are energy-efficient and bio-inspired. However, available methodologies lack automation and are not very accessible. Consequently, the design process becomes complex, time-consuming, and requires specialized knowledge. It is through overcoming these challenges that one can unlock the full potential of TNNs for efficient and scalable processing of sensory signals.  The current approaches to TNN development are fragmented workflows, as

flask.palletsprojects.com   (2024-12-24)

tags: python, flask

thecleverprogrammer.com   (2024-12-20)

tags: python

In this article, I’ll take you through a list of 75 guided projects to master Data Science with Python. 75 Data Science Projects with Python.

www.kdnuggets.com   (2024-12-16)

tags: dask, python

Ever wondered how to handle large data without slowing down your computer? Let’s learn about Dask, a tool that helps you work with large data quickly.

www.kdnuggets.com   (2024-12-10)

tags: python, machine-learning

Popular MLOps Python tools that will make machine learning model deployment a piece of cake.

janifaangla-473.medium.com   (2024-11-25)

tags: python, github

Photo by Luke Chesser on Unsplash

machinelearningmastery.com   (2024-11-25)

tags: python

[caption align=

www.kdnuggets.com   (2024-10-31)

tags: python

The richness of Python’s ecosystem has one downside – it makes it difficult to decide which libraries are the best for your needs. This article is an attempt to amend this by suggesting ten (and some more, as a bonus) libraries that are an absolute must in data science.

thenewstack.io   (2024-10-24)

tags: python

When you need to assign a value to a variable, based on a single condition, and you want to keep your code short and sweet, a ternary operator might be your best option.

thecleverprogrammer.com   (2024-10-21)

tags: python

In this article, I'll take you through the task of document analysis using LLMs with Python. Document Analysis using LLMs with Python.

drew.silcock.dev   (2024-10-19)

tags: python, cpython

All you need to know about the latest Python release including Global Interpreter Lock and Just-in-Time compilation.

thenewstack.io   (2024-10-19)

tags: python

This tutorial explains the Python global interpreter lock (GIL), which prevents multiple threads from executing Python code at the same time.

towardsdatascience.com   (2024-10-16)

tags: analytics, machine-learning, python

Learn which variables you should and should not take into account in your model.

www.answer.ai   (2024-09-24)

tags: python

Re-ranking is an integral component of many retrieval pipelines; however, there exist numerous approaches to it, all with different implementation methods. To mitigate this, we propose rerankers, a Python library which provides a simple, easy-to-use interface to all commonly used re-ranking approaches.

medium.com   (2024-08-02)

tags: gaussian, python

Understanding and coding Gaussian Splatting from a Python Engineer’s perspective

medium.com   (2024-08-02)

tags: gaussian, python

Understanding and coding how Gaussian’s are used within 3D Gaussian Splatting

towardsdatascience.com   (2024-08-02)

tags: gaussian, python

Part 3 of our Gaussian Splatting tutorial, showing how to render splats onto a 2D image.

github.com   (2024-08-02)

tags: books, graphs, python

Modern Graph Theory Algorithms with Python, published by Packt - PacktPublishing/Modern-Graph-Theory-Algorithms-with-Python

thecleverprogrammer.com   (2024-08-01)

tags: analytics, custsvc, python

In this article, I'll take you through the task of Customer Satisfaction Analysis with Python. Customer Satisfaction Analysis with Python.

relston.github.io   (2024-07-09)

tags: chatgpt, command-line, markdown, python

Introduction In this post, I want to introduce Mark, a simple CLI tool that uses Markdown and its syntax to interact naturally with the GPT4-vision/GPT4o models.

www.kdnuggets.com   (2024-06-25)

tags: algorithms-math, python

Understanding what genetic algorithms are and how they can be implemented in Python.

www.marktechpost.com   (2024-06-23)

tags: python, search

In the era of vast data, information retrieval is crucial for search engines, recommender systems, and any application that needs to find documents based on their content. The process involves three key challenges: relevance assessment, document ranking, and efficiency. The recently introduced Python library that implements the BM25 algorithm, BM25S addresses the challenge of efficient and effective information retrieval, particularly the need for ranking documents in response to user queries. The goal is to enhance the speed and memory efficiency of the BM25 algorithm, a standard method for ranking documents by their relevance to a query. Current methods for implementing

v2thegreat.com   (2024-06-22)

tags: dask, databases, devops, python

This post is meant to guide you through some of the lessons I’ve learned while working with multi-terabyte datasets. The lessons shared are focused on what someone may face as the size of the…

thecleverprogrammer.com   (2024-06-19)

tags: python, recommenders

In this article, I'll take you through the recommendation algorithms you should know and how to implement them using Python.

www.perplexity.ai   (2024-06-12)

tags: jekyll, python, yaml

www.pythonmorsels.com   (2024-06-04)

tags: python

Every command-line tool included with Python. These can be run with python -m module_name.

towardsdatascience.com   (2024-05-31)

tags: a-b, prob-stats, python

A deep-dive into how and why Statsmodels uses numerical optimization instead of closed-form formulas

python.land   (2024-05-29)

tags: python, venv

How to create, activate, use, and delete a Python venv on Windows, Linux, and MacOS. We'll also look at how a Python venv works internally.

www.kdnuggets.com   (2024-05-22)

tags: python, sqlite

Get started with SQLite databases in Python using the built-in sqlite3 module.

www.kdnuggets.com   (2024-05-19)

tags: python

Optimize Your Python Workflow: Proven Techniques for Crafting Production-Ready Code

www.marktechpost.com   (2024-05-15)

tags: python

In the vast world of data science, countless tools are available to help analysts and researchers make sense of data and build powerful machine-learning models. While some tools are widely known and used, others might not be as familiar to many. Here are the ten great Python packages that can significantly enhance your workflow. 1. LazyPredict: LazyPredict is all about efficiency. It allows the training, testing, and evaluation of multiple machine-learning models simultaneously with just a few lines of code. Whether one is working on regression or classification tasks, LazyPredict streamlines the process and helps find the best model for

thenewstack.io   (2024-05-13)

tags: python

With the help of PyScript, you can develop rich frontends with Python for the web and even make use of various Python modules.

www.johndcook.com   (2024-05-05)

tags: pdfs, python

Extracting text from a PDF file using GNU less or Python's pypdf. Why its not entirely clear just what a text extractor should do.

dev.to   (2024-04-12)

tags: pip, python

After setting up your Python project, creating a requirements.txt file is essential for simplifying...

scipy.github.io   (2024-04-09)

tags: python, scipy

dev.to   (2024-04-06)

tags: data-structures, python

Advanced Data Structures: Sets, Tuples, and Comprehensions In the world of programming,...

kieranholland.com   (2024-04-05)

tags: python

A dense Python cheat sheet with just what you need. Comprehensive but selective coverage of core Python, with links to detailed documentation and resources. Responsive design with light and dark modes. Download and print PDF. Feedback is welcome.

thecleverprogrammer.com   (2024-04-05)

tags: finance, python

In this article, I'll take you through a guide to some essential formulas for Data Science in finance with implementation using Python.

www.marktechpost.com   (2024-04-02)

tags: python, programming

In the rapidly evolving world of technology and artificial intelligence, a new development has emerged that promises to impact the Python and AI communities significantly. Modular, a pioneering tech firm, has announced the open-sourcing of Mojo, a programming language designed to enhance Python's capabilities, allowing developers to write code that scales 'all the way down to metal code.' This move is set to transform Python programming, offering unprecedented speed and efficiency. Modular has long championed open-source principles, and the release of Mojo under the Apache 2 license represents a significant step towards fulfilling its vision. Since its initial release in

tinypythonprojects.com   (2024-03-11)

tags: books, python

towardsdatascience.com   (2024-03-03)

tags: optimization, python

How to implement PSO

realpython.com   (2024-02-29)

tags: python

In this tutorial, you'll learn about duck typing in Python. It's a typing system based on objects' behaviors rather than on inheritance. By taking advantage of duck typing, you can create flexible and decoupled sets of Python classes that you can use together or individually.

www.datasciencecentral.com   (2024-02-17)

tags: python

30 Python libraries to solve most AI problems, including GenAI, data videos, synthetization, model evaluation, computer vision and more.

towardsdatascience.com   (2024-02-17)

tags: geofencing, geography, python

Strategically enhancing address mapping during data integration using geocoding and string matching

dev.to   (2024-02-10)

tags: elasticsearch, python

This blog will introduce you to some core concepts and building blocks of working with the official...

towardsdatascience.com   (2024-01-18)

tags: algorithms-math, machine-learning, python

Insanely fast and reliable smoothing and interpolation with the Whittaker-Eilers method.

gitlab.com   (2024-01-17)

tags: fastapi, python

GitLab.com

blog.llamaindex.ai   (2024-01-17)

tags: llms, pdfs, python

LlamaIndex is a simple, flexible data framework for connecting custom data sources to large language models (LLMs).

www.marktechpost.com   (2024-01-17)

tags: deep-learning, numpy, python

Understanding how convolutional neural networks (CNNs) operate is essential in deep learning. However, implementing these networks, especially convolutions and gradient calculations, can be challenging. Many popular frameworks like TensorFlow and PyTorch exist, but their complex codebases make it difficult for newcomers to grasp the inner workings. Meet neograd, a newly released deep learning framework developed from scratch using Python and NumPy. This framework aims to simplify the understanding of core concepts in deep learning, such as automatic differentiation, by providing a more intuitive and readable codebase. It addresses the complexity barrier often associated with existing frameworks, making it easier for

github.com   (2024-01-15)

tags: python, scikit-learn

Python library for portfolio optimization built on top of scikit-learn - skfolio/skfolio

thecleverprogrammer.com   (2024-01-12)

tags: forecasting-predictions, python

This article will take you through some of the best Business Forecasting project ideas you should try. Business Forecasting Project Ideas.

fastapi.tiangolo.com   (2024-01-12)

tags: python

FastAPI framework, high performance, easy to learn, fast to code, ready for production

tonybaloney.github.io   (2024-01-10)

tags: python

Reviewing the JIT in Python 3.13

dev.to   (2023-12-28)

tags: python, venv, virtualization

Python has been my go-to programming language since I started coding. Python, as a programming...

thecleverprogrammer.com   (2023-10-30)

tags: algorithms-math, machine-learning, market-basket, python

In this article, I'll take you through the task of Market Basket Analysis using Python. Market Basket Analysis using Python.

dev.to   (2023-10-27)

tags: python

Let's continue our exploration of Python's magic methods in this second part of the series. This part...

stackoverflow.com   (2023-10-15)

tags: jupyter, python, venv

I trying to use virtualenv on jupyter notebook, to use all packages installed in an environment, but inside jupyter they are not recognized. Already tried: pip install tornado==4.5.3 pip install

docs.python.org   (2023-10-15)

tags: python

Source code: Lib/venv/ The venv module supports creating lightweight “virtual environments”, each with their own independent set of Python packages installed in their site directories. A virtual en...

dev.to   (2023-10-15)

tags: flask, python

Introduction In the vast landscape of web development, Flask stands out as a lightweight yet...

serce.me   (2023-10-04)

tags: fonts-typography, llms, python

This is a story of my journey learning to build generative ML models from scratch and teaching a computer to create fonts in the process.

towardsdatascience.com   (2023-09-30)

tags: python

Enhance your code quality with the beauty of match statements and object slicing.

github.com   (2023-09-29)

tags: algorithms-math, dsp, fourier, github, python

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook. - lukepolson/youtube_channel

mltechniques.com   (2023-09-25)

tags: python

In less than 100 pages, the book covers all important topics about discrete chaotic dynamical systems and related time series and stochastic processes, ranging from introductory to advanced, in one and two dimensions. State-of-the art methods and new results are presented in simple English. Yet, some mathematical proofs appear for the first time in this

www.marktechpost.com   (2023-09-25)

tags: graphs, python

An increasingly popular method for representing data in a graph structure is the usage of knowledge graphs (KGs). A KG is a group of triples (s, p, o), where s (subject) and o (object) are two graph nodes, and p is a predicate that describes the type of connection that exists between them. KGs are often supported by a schema (such as an ontology) that outlines the key ideas and relationships in a field of study and the constraints that govern how these ideas and relationships can interact. Many of the activities for which KGs are employed have a small

towardsdatascience.com   (2023-09-25)

tags: apis, llms, python

A complete beginner-friendly introduction with example code

realpython.com   (2023-09-24)

tags: python

In this tutorial, you'll learn how to use a Python virtual environment to manage your Python projects. You'll also gain a deep understanding of the structure of virtual environments created with the venv module, as well as the rationale behind using virtual environments.

www.kdnuggets.com   (2023-09-01)

tags: dask, numpy, pandas, python, sympy

3 Python libraries for scientific computation you should know as a data professional.

www.kdnuggets.com   (2023-08-31)

tags: python

And why you should learn how to use them to filter Python sequences more elegantly.

towardsdatascience.com   (2023-08-30)

tags: python, supply-chain

Explore how Electronic Data Interchange (EDI) facilitates modern supply chain management.

towardsdatascience.com   (2023-08-30)

tags: jupyter, python

A much overlooked way to save some time.

thecleverprogrammer.com   (2023-08-29)

tags: forecasting-predictions, optimization, python

In this article, I'll take you through the task of Demand Forecasting and Inventory Optimization using Python.

www.marktechpost.com   (2023-08-24)

tags: excel, python

The realm of data analysis has long struggled with seamlessly integrating the capabilities of Python—a powerful programming language widely used for analytics—with the familiar interface and functionalities of Microsoft Excel. This challenge has hindered efficient decision-making and data processing for professionals who rely on both tools for their tasks. The need for a cohesive solution that bridges this gap is evident. Existing attempts to merge Python and Excel have often been cumbersome and involved complex setups. Analysts resorted to using external scripts, third-party tools, or manual data transfers between the two environments. These methods introduced inefficiencies, raised security concerns, and

towardsdatascience.com   (2023-08-22)

tags: antennas, python

Modeling electric and magnetic fields

dev.to   (2023-08-17)

tags: python

Introduction: Python, a popular programming language known for its simplicity and versatility,...

towardsdatascience.com   (2023-08-07)

tags: llms, pdfs, python

Use these text extraction techniques to get quality data for your LLM models

pypi.org   (2023-08-07)

tags: pdfs, python

Python bindings to PDFium

towardsdatascience.com   (2023-08-06)

tags: prob-stats, python, quality

Total Productive Maintenance

medium.com   (2023-07-29)

tags: analytics, prodmgmt, python

8 stories · A guide to building an end-to-end marketing mix optimization solution for your organization.

til.simonwillison.net   (2023-07-28)

tags: python

Seth Michael Larson pointed out that the Python gzip module can be used as a CLI tool like this:

towardsdatascience.com   (2023-07-24)

tags: machine-learning, python, survival-analysis

Understand survival analysis, its use in the industry, and how to apply it in Python

dev.to   (2023-07-24)

tags: python

Filtering sequences, like lists, is a common task for developers. However, the code can become...

towardsdatascience.com   (2023-07-23)

tags: analytics, machine-learning, prodmgmt, python, uplift

Applying causal machine learning to trim the campaign target audience

linuxhandbook.com   (2023-07-01)

tags: linux, pip, python

Cleaning Pip cache helps you in troubleshooting and getting fresh Python packages.

www.bitecode.dev   (2023-06-19)

tags: python

You keep using that word. I don’t think it means what you think it means.

towardsdatascience.com   (2023-05-31)

tags: machine-learning, python, scikit-learn

Master Sklearn pipelines for effortless and efficient machine learning. Discover the art of building, optimizing, and scaling models with ease. Level up your data preprocessing skills and supercharge your ML workflow today

dev.to   (2023-05-15)

tags: python

When we see the documentation of any function that contains *args and **kwargs, have you ever...

towardsdatascience.com   (2023-05-07)

tags: pandas, python, spatial

Learn how to manipulate and visualize vector data with Python’s GeoPandas

dev.to   (2023-04-26)

tags: music, python, spotify, youtube

I developed the script to convert the Spotify playlist to YouTube playlist. I am here to share how I...

towardsdatascience.com   (2023-04-18)

tags: pytest, python

How to use Pytest fixtures and mock for unit testing

thecleverprogrammer.com   (2023-04-17)

tags: analytics, pricing, python

In this article, I will walk you through the task of Retail Price Optimization with Machine Learning using Python. Retail Price Optimization.

towardsdatascience.com   (2023-04-16)

tags: python

No headaches and unreadable code from os.path

joblib.readthedocs.io   (2023-04-13)

tags: python

thecleverprogrammer.com   (2023-04-09)

tags: python, sales-ops-planning, supply-chain

In this article, I will take you through the task of Supply Chain Analysis using Python. Supply Chain Analysis using Python.

towardsdatascience.com   (2023-04-09)

tags: pandas, programming, python

Demonstrating how to use the new blazing fast DataFrame library for interacting with tabular data

towardsdatascience.com   (2023-04-08)

tags: python

Discover the Hidden Secrets of Python Exception Handling

medium.themayor.tech   (2023-04-07)

tags: python

Introduction and Chapter One

towardsdatascience.com   (2023-04-06)

tags: python

Static type checking for Python

towardsdatascience.com   (2023-04-05)

tags: association-rules, machine-learning, market-basket, python

Create insights from frequent patterns using market basket analysis with Python

towardsdatascience.com   (2023-04-01)

tags: geography, programming, python

Understanding spatial trends in the location of Tokyo convenience stores

moez-62905.medium.com   (2023-03-31)

tags: machine-learning, programming, pycaret, python

Exploring the Latest Enhancements and Features of PyCaret 3.0

dev.to   (2023-03-26)

tags: python

Introduction If you're a Python developer looking to take your code to the next level,...

dev.to   (2023-03-25)

tags: python, visualization

DISCLAIMER: This blog post was written by a human with the help of AI Hypotrochoids and epitrochoids...

voila.readthedocs.io   (2023-03-24)

tags: jupyter, python, voila

pypi.org   (2023-03-24)

tags: jupyter, programming, python, visualization, voila

Voilà turns Jupyter notebooks into standalone web applications

dev.to   (2023-03-22)

tags: flask, pytest, python

Welcome to this tutorial on how to test Flask applications with Pytest. Flask is a popular web...

towardsdatascience.com   (2023-03-21)

tags: matplotlib, python, visualization

Utilising Python’s Matplotlib to Create Advanced Data Visualisations

python.land   (2023-03-19)

tags: python, yaml

YAML is easy to write for humans, and read for computers. Learn how to open, parse, and read YAML with Python. With lots of example code!

towardsdatascience.com   (2023-03-19)

tags: machine-learning, programming, python, visualization

A quick guide on how to make clean-looking, interactive Python plots to validate your data and model

towardsdatascience.com   (2023-03-17)

tags: cpus, python, scikit-learn

How to considerable reduce training time changing only 1 line of code

pytorch.org   (2023-03-16)

tags: python, pytorch

We are excited to announce the release of PyTorch® 2.0 which we highlighted during the PyTorch Conference on 12/2/22! PyTorch 2.0 offers the same eager-mode development and user experience, while fundamentally changing and supercharging how PyTorch operates at compiler level under the hood with faster performance and support for Dynamic Shapes and Distributed.

snarky.ca   (2023-03-13)

tags: python

After needing to do a deep dive on the venv module (which I will explain later in this blog post as to why), I thought I would explain how virtual environments work to help demystify them. Why do virtual environments exist? Back in my the day, there was no concept

towardsdatascience.com   (2023-03-13)

tags: python

Decorators provide a new and convenient way for everything from caching to sending notifications.

towardsdatascience.com   (2023-03-12)

tags: machine-learning, programming, python, testing

Use natural language to test the behavior of your ML models

towardsdatascience.com   (2023-03-07)

tags: graphs, python

Learn how to use the NetworkX package to visualize complex networks

avichawla.substack.com   (2023-03-04)

tags: python

I reviewed 1,000+ Python libraries and discovered these hidden gems I never knew even existed.

pythonspeed.com   (2023-03-03)

tags: python

While multiprocessing allows Python to scale to multiple CPUs, it has some performance overhead compared to threading.

towardsdatascience.com   (2023-03-03)

tags: jupyter, programming, python, visualization

An Introduction to the PyGWalker Library for Easy Data Visualisation

www.kdnuggets.com   (2023-03-01)

tags: python

Learn about Python generators and write memory-efficient and Pythonic code.

wordsandbuttons.online   (2023-02-26)

tags: python, sympy

An introduction into symbolic computations in Python. Don't worry, it's much simpler than it sounds. It's about making Python do your math for you with very little investment in the technology.

automatetheboringstuff.com   (2023-02-17)

tags: programming, python

open.substack.com   (2023-02-17)

tags: pandas, programming, python

Pandas receives over 3M downloads per day. But 99% of its users are not using it to its full potential.

towardsdatascience.com   (2023-02-10)

tags: machine-vision, python

A concise computer vision project for building image filters using Python

towardsdatascience.com   (2023-02-10)

tags: ecommerce, python, recommenders

I built a recommender system for Amazon’s electronics category

towardsdatascience.com   (2023-02-10)

tags: python

Do more things with less code without compromising on quality

towardsdatascience.com   (2023-02-09)

tags: machine-learning, outliers, python

Discover how to effectively detect multivariate outliers in machine learning with PyOD in Python. Learn to convert anomaly scores to probability confidence, choose the best outlier classifier and determine the right probability threshold for improved model accuracy.

blog.jupyter.org   (2023-02-09)

tags: jupyter, programming, python

We are pleased to announce a major update to JupyterLab Desktop which adds many new features with main focus on the user experience…

towardsdatascience.com   (2023-02-09)

tags: python, visualization

Learn how to quickly create a presentation-ready plot to aid your data storytelling

towardsdatascience.com   (2023-02-09)

tags: python, visualization

A Great Alternative to Pie Charts for Data Visualisation

gist.github.com   (2023-02-02)

tags: pocket, python

Export archived article data from Pocket · GitHub

www.kdnuggets.com   (2023-02-02)

tags: machine-learning, python, scikit-learn

There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we've developed a new open-source library: skops. In this article, I will walk you through how it works and how to use it with an end-to-end example.

github.com   (2023-01-30)

tags: books, python

translate python documents to Chinese for convenient reference 简而言之,这里用来存放那些Python文档君们,并且尽力将其翻译成中文~~ - hiddenJuliet/pythondocument

www.kdnuggets.com   (2023-01-27)

tags: hyperparameters, machine-learning, python

Become familiar with some of the most popular Python libraries available for hyperparameter optimization.

towardsdatascience.com   (2023-01-24)

tags: machine-learning, python

Circular data can present unique challenges when it comes to analysis and modeling

pypi.org   (2023-01-16)

tags: packages, python

The Python Package Index (PyPI) is a repository of software for the Python programming language.

towardsdatascience.com   (2023-01-14)

tags: python

Your Comprehensive Guide to SHAP, TreeSHAP, and DeepSHAP

towardsdatascience.com   (2023-01-13)

tags: best-practices, machine-learning, python, scikit-learn

Tips for taking full advantage of this machine learning package

thenextweb.com   (2023-01-13)

tags: deep-learning, python, pytorch, tensorflow

Many developers who use Python for machine learning are now switching to PyTorch. Find out why and what the future could hold for TensorFlow.

thehackernews.com   (2023-01-09)

tags: malware, python

Six malicious Python packages distributed via PyPI deploying info stealers and use Cloudflare tunnels to sneak through firewalls.

geometric-kernels.github.io   (2023-01-01)

tags: geometry, machine-learning, programming, python

A cross-framework package for kernels and Gaussian processes on manifolds, graphs, and meshes

numba.pydata.org   (2022-12-28)

tags: numba, python

github.com   (2022-12-25)

tags: feature-engineering, machine-learning, python

Python Feature Engineering Cookbook Second Edition, published by Packt - PacktPublishing/Python-Feature-Engineering-Cookbook-Second-Edition

towardsdatascience.com   (2022-12-18)

tags: datasets, geofencing, geography, programming, python

A ready-to-run code which identifies and anonymises places, based on the GeoNames database

towardsdatascience.com   (2022-12-17)

tags: advertising-commercials, analytics, programming, python

Media Mix modeling, its implementation, and practical tips

towardsdatascience.com   (2022-12-16)

tags: python

Discover the power of anonymous functions and functional programming in Python

towardsdatascience.com   (2022-11-28)

tags: pytest, python

Unit-testing is a really important skill for software development. There are some great Python libraries to help us write and run unit-test…

towardsdatascience.com   (2022-11-23)

tags: datasets, plotly, python, visualization

Some Unique Data Visualization Techniques for Getting High-Level Insight into the Data

www.kdnuggets.com   (2022-11-08)

tags: programming, python, youtube

The post highlights three useful applications of using python to automate simple desktop tasks. Stay tuned till the end of the post to find the reference for a bonus resource.

towardsdatascience.com   (2022-11-07)

tags: machine-learning, python, supply-chain

Mathematical Modeling, Solution, and Visualization Using PuLP and VeRoViz

towardsdatascience.com   (2022-10-30)

tags: python, seaborn, visualization

Using a heatmap to visualise a confusion matrix, time-series movements, temperature changes, correlation matrix and SHAP interaction values

towardsdatascience.com   (2022-10-30)

tags: gifs, matplotlib, python

A data visualization technique for 2-dimensional time series data using imageio

towardsdatascience.com   (2022-10-30)

tags: python, seaborn, visualization

Simple and easy pieces of code to enhance your seaborn scatter plots

towardsdatascience.com   (2022-10-30)

tags: python, visualization

A guide on how to make different types of maps using Python

towardsdatascience.com   (2022-10-30)

tags: debugging, python

Logging crash course with common logging issues addressed

towardsdatascience.com   (2022-10-30)

tags: python

Python decorator is a very useful tool to help us code efficiently. As I mentioned in my previous article, coding efficiently is one of the…

towardsdatascience.com   (2022-10-21)

tags: python, sankey, visualization

The Sankey chart is a great way to discover the most prominent contributions just by looking at how individual items flow across states.

towardsdatascience.com   (2022-10-19)

tags: python, visualization

We look at how to create the 12 most useful graphs and charts in Python and Streamlit

www.kdnuggets.com   (2022-10-19)

tags: nlp, python, scikit-learn

The post explains the significance of CountVectorizer and demonstrates its implementation with Python code.

towardsdatascience.com   (2022-10-19)

tags: debugging, python

Why I stopped using print() statements for debugging and why you should too

github.com   (2022-10-14)

tags: deep-learning, python, search

Pure python implementation of product quantization for nearest neighbor search - matsui528/nanopq

towardsdatascience.com   (2022-10-14)

tags: d3, python, visualization

The MovingBubble chart is one of those mind-blowing charts to look at. Learn how to create them using your own data set and Python!

towardsdatascience.com   (2022-10-14)

tags: cuda, numba, python

Follow this series to learn about CUDA programming from scratch with Python. Part 4 of 4.

towardsdatascience.com   (2022-10-14)

tags: machine-learning, metrics, python, search

How to compress and fit a humongous set of vectors in memory for similarity search with asymmetric distance computation (ADC)

buff.ly   (2022-10-14)

tags: analytics, bayes, forecasting-predictions, machine-learning, python

Learn how to build MMMs for different countries the right way

towardsdatascience.com   (2022-09-24)

tags: algorithms-math, dsp, fourier, python

From a theoretical introduction to the hands-on implementation: here’s what you need to know about the Chirplet Transform

towardsdatascience.com   (2022-09-22)

tags: d3, python, visualization

Create interactive, and stand-alone charts that are built on the graphics of d3 javascript (d3js) but configurable with Python.

ipython.readthedocs.io   (2022-09-20)

tags: jupyter, python

twitter.com   (2022-09-16)

tags: python

— Mike Driscoll (@driscollis)

towardsdatascience.com   (2022-09-16)

tags: cameras, machine-vision, movies-television, python

Everything you need to know about Stereo Geometry

dev.to   (2022-09-15)

tags: python

I subscribed to the Real Python mailing list two years ago, and I learned a lot of tips and tricks...

docs.taichi-lang.org   (2022-09-09)

tags: python

Python has become the most popular language in many rapidly evolving sectors, such as deep learning and data sciences. Yet its easy readability comes at the cost of performance. Of course, we all complain about program performance from time to time, and Python should certainly not take all the blame. Still, it's fair to say that Python's nature as an interpreted language does not help, especially in computation-intensive scenarios (e.g., when there are multiple nested for loops).

towardsdatascience.com   (2022-09-09)

tags: python

Making you understand the characteristics of Python Tuples and how you deal with them

www.einblick.ai   (2022-09-08)

tags: machine-learning, programming, python, visualization

towardsdatascience.com   (2022-09-05)

tags: pycaret, python

A beginner’s guide to PyCaret’s natural language processing module.

towardsdatascience.com   (2022-08-31)

tags: python

Deep dive into the import system

towardsdatascience.com   (2022-08-24)

tags: nlp, python, spacy

I’ve never used spaCy beyond simple named entity recognition tasks. Boy was I wrong.

towardsdatascience.com   (2022-08-23)

tags: pandas, python

Simple tips to optimize the memory utilization in Pandas

thecleverprogrammer.com   (2022-08-23)

tags: python

This article will take you through some of the most important Python modules for beginners. Most Important Python Modules for Beginners.

eugeneyan.com   (2022-08-20)

tags: python

Some off-the-beaten uses of Python learned from reading libraries.

www.the-analytics.club   (2022-08-19)

tags: python

How to painlessly monitor file creation, modification, and deletion programmatically.

towardsdatascience.com   (2022-08-19)

tags: python

Crystalise your understanding of this amazing library through animated GIFs and learn how to write more elegant code

towardsdatascience.com   (2022-08-19)

tags: nlp, nltk, python, spacy

Customizing displaCy’s entity visualizer

twitter.com   (2022-08-17)

tags: python

— Mike Driscoll (@driscollis)

towardsdatascience.com   (2022-08-08)

tags: machine-learning, python, visualization

Creating eye-catching graphs with Python to use instead of bar charts.

towardsdatascience.com   (2022-08-04)

tags: clustering, graphs, machine-learning, python

Graph partitioning has been a long-lasting problem and has a wide range of applications. This post shares the methodology for graph…

towardsdatascience.com   (2022-08-04)

tags: machine-learning, programming, python

Reduce time in your data science workflow with these libraries.

www.kdnuggets.com   (2022-08-01)

tags: python

Learn various techniques to reduce data processing time by using multiprocessing, joblib, and tqdm concurrent.

towardsdatascience.com   (2022-08-01)

tags: pytest, python

Write robust unit tests with Python pytest

towardsdatascience.com   (2022-07-26)

tags: graphs, matplotlib, python, visualization

The good-looking cousin of stacked area charts

towardsdatascience.com   (2022-07-26)

tags: matplotlib, python, visualization

Easily adding arrows, multiple axes, gradient fill, and more

towardsdatascience.com   (2022-07-23)

tags: databases, python

3 steps (+examples) to connect to MS SQL Server, MySQL, Oracle and many other databases

www.graphviz.org   (2022-07-20)

tags: graphs, programming, python, visualization

DOT rendering programs and utilities.

github.com   (2022-07-20)

tags: javascript, programming, python, ruby

Master programming by recreating your favorite technologies from scratch. - codecrafters-io/build-your-own-x

ona-book.org   (2022-07-20)

tags: books, graphs, python, _r_

A technical manual of graphs, networks and their applications in the people and social sciences

towardsdatascience.com   (2022-07-18)

tags: machine-learning, python, splines

Capturing non-linear advertising saturation and diminishing returns without explicitly transforming media variables

towardsdatascience.com   (2022-07-18)

tags: python, reinforcement-learning

One of the biggest barriers to traditional machine learning is that most supervised and unsupervised machine learning algorithms need huge amounts of data to be useful in real world use cases. Even…

towardsdatascience.com   (2022-07-13)

tags: machine-learning, python, scikit-learn, time-series

How to forecast with scikit-learn and XGBoost models with sktime

github.com   (2022-07-13)

tags: crypto, python

I'm sick of complex blogging solutions, so markdown files in a git repo it is - francisrstokes/githublog

towardsdatascience.com   (2022-07-13)

tags: algorithms-math, machine-learning, python

Brain-inspired unsupervised machine learning through competition, cooperation and adaptation

towardsdatascience.com   (2022-07-11)

tags: machine-learning, python

Use linear programming to minimize the difference between required and scheduled resources

twitter.com   (2022-07-07)

tags: python

— Mike Driscoll (@driscollis)

twitter.com   (2022-07-06)

tags: gifs, python

Here you can add multiple Images and duration as well in the code. — Python Coding (@clcoding)

pythonanvil.com   (2022-07-05)

tags: programming, python, webdev

wesmckinney.com   (2022-07-02)

tags: programming, python

bair.berkeley.edu   (2022-06-24)

tags: machine-learning, python

The BAIR Blog

github.com   (2022-06-23)

tags: browsers, programming, python, web-crawlers

🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more... - ArchiveBox/ArchiveBox

medium.com   (2022-06-23)

tags: pandas, pocket, python

I’ve been using Pocket for many years to collate all the articles, blog posts, recipes, etcI’ve found online. I decided it would be…

dev.to   (2022-06-23)

tags: python

Python has a secret superpower with a similarly stupendous name: Magic Methods. These methods can...

towardsdatascience.com   (2022-06-22)

tags: geography, machine-learning, python, visualization

Using the Folium Package to Create Stunning Choropleths

towardsdatascience.com   (2022-06-22)

tags: python, visualization

How to make choropleths with different data structures in Python

towardsdatascience.com   (2022-06-22)

tags: machine-learning, python

How to use Python libraries like Open3D, PyVista, and Vedo for neighborhood analysis of point clouds and meshes through KD-Trees/Octrees

link.medium.com   (2022-06-07)

tags: programming, python

Part 6: Multiple Measures of Performance

towardsdatascience.com   (2022-06-04)

tags: animation, matplotlib, python, visualization

dev.to   (2022-06-04)

tags: command-line, pip, python

Whenever you are installing python packages, you should always use a virtual environment. pip makes...

dev.to   (2022-06-03)

tags: ocr, programming, python

Introduction Hello! In this quick tutorial I will show how to create a simple program...

towardsdatascience.com   (2022-06-03)

tags: python, streamlit

Streamlit may not have been designed for full-blown websites, but it is fairly straightforward to create multiple pages in a single app

towardsdatascience.com   (2022-06-01)

tags: cython, python

Easy Python code compilation for blazingly fast applications

github.com   (2022-06-01)

tags: design-patterns, python

A collection of design patterns/idioms in Python.

link.medium.com   (2022-05-28)

tags: geography, python

Maps and geography have been a long passion of mine, especially in my International Relations background. A side goal of mine as I grow as…

towardsdatascience.com   (2022-05-28)

tags: nlp, python

twitter.com   (2022-05-28)

tags: command-line, python

(BTW, bat: ) — Ned Batchelder (@nedbat)

towardsdatascience.com   (2022-05-28)

tags: decorators, python

Going knee-deep into the internals of Python

bytepawn.com   (2022-05-28)

tags: decorators, machine-learning, python

I show toy implementations of Python decorator patterns that may be useful for Data Scientists.

towardsdatascience.com   (2022-05-27)

tags: machine-learning, programming, python, scikit-learn

The introduction of the intel sklearn extension. Make your Random Forest even faster than XGBoost.

towardsdatascience.com   (2022-05-27)

tags: machine-learning, python

Which is the best algorithm?

softwareengineeringdaily.com   (2022-05-26)

tags: golang, python

Switching to a new language is always a big step, especially when only one of your team members has prior experience with that language. Early this year, we switched Stream’s primary programming language from Python to Go. This post will explain some of the reasons why we decided to leave Python behind and make the switch to

towardsdatascience.com   (2022-05-07)

tags: python, seaborn, visualization

Learn how to visualize data using Seaborn’s axes-level and figure-level plots

towardsdatascience.com   (2022-05-04)

tags: autoencoders, deep-learning, python

A comparison between Undercomplete and Sparse AE with a detailed Python example

towardsdatascience.com   (2022-05-04)

tags: pandas, python

A detailed explanation of how groupby works under the hood to help you understand it better.

betterdatascience.com   (2022-04-28)

tags: python

Let’s compare Python 3.10 vs. Python 3.11 in an extensive benchmark test. Spoiler alert: Python 3.11 is up to 64% faster!

towardsdatascience.com   (2022-04-09)

tags: machine-learning, python, scikit-learn

link.medium.com   (2022-04-08)

tags: clustering, machine-learning, python

Apply Louvain’s Algorithm in Python for Community Detection

link.medium.com   (2022-04-07)

tags: python

In this article we will focus on a complete walk through of a Python tuple data structure

dev.to   (2022-04-03)

tags: python

I was recently reading Django’s Source Code, and I came across the @wraps decorator, which led me to...

towardsdatascience.com   (2022-03-26)

tags: python, sql

Finally, start practicing SQL with your own database

towardsdatascience.com   (2022-03-26)

tags: python

Saving time and code with flexible utility functions and paradigms

towardsdatascience.com   (2022-03-23)

tags: python

Here is my take on this must-have Python library and why you should give it a try

docs.python.org   (2022-03-23)

tags: github-awesome, glossaries, python

>>>, The default Python prompt of the interactive shell. Often seen for code examples which can be executed interactively in the interpreter.,,..., Can refer to:- The default Python prompt of the i...

towardsdatascience.com   (2022-03-23)

tags: geography, python

Create interactive maps with just a few lines of Python code

github.com   (2022-03-23)

tags: github-awesome, python

An opinionated list of awesome Python frameworks, libraries, software and resources. - vinta/awesome-python

towardsdatascience.com   (2022-03-21)

tags: python

A peek into data structures, programming concepts, and best practices.

towardsdatascience.com   (2022-03-19)

tags: python

Understanding the purpose of requirements.txt, setup.py and setup.cfg in Python when developing and distributing packages

dev.to   (2022-03-17)

tags: programming, python

A test is code that executes code. When you start developing a new feature for your Python project,...

towardsdatascience.com   (2022-03-10)

tags: machine-learning, programming, prophet, python

As a data analyst at Microsoft, I must investigate and understand time-series data every day. Besides looking at some key performance…

towardsdatascience.com   (2022-02-21)

tags: pdfs, python, web-scraping

You want to make friends with tabula-py and Pandas

dev.to   (2022-02-21)

tags: ocr, pdfs, python

This is a cross-post from my blog Arcadian.Cloud, go there to see the original post. I have some...

towardsdatascience.com   (2022-02-21)

tags: pdfs, python, web-scraping

Extract Data from PDF Files Effectively

dev.to   (2022-02-20)

tags: python

Understanding Attributes in Python Python is a very dynamic language by nature. Variables...

networkx.org   (2022-02-20)

tags: algorithms-math, graphs, python

www.toptal.com   (2022-02-11)

tags: machine-learning, nlp, python, topic-modeling

Topic modeling can bring NLP to the next level. Here’s how.

twitter.com   (2022-02-06)

tags: pdfs, python

🐍🔥 — Mike Driscoll (@driscollis)

towardsdatascience.com   (2022-02-03)

tags: python

Immediately start using them…

towardsdatascience.com   (2022-02-02)

tags: algorithms-math, graphs, machine-learning, python

Because Graph Analytics is the future

github.com   (2022-01-29)

tags: machine-learning, python, scikit-learn

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron) - bjpcjp/scikit-and-tensorflow-workbooks

towardsdatascience.com   (2022-01-26)

tags: decorators, python

Do you want to write concise, readable, and efficient code? Well, python decorators may help you on your journey.

towardsdatascience.com   (2022-01-21)

tags: machine-learning, python, survival-analysis

A Quick Guide to The Weibull Analysis

github.com   (2022-01-17)

tags: machine-learning, prophet, python

Prophet (FB time series prediction package) docs to Python code. - bjpcjp/fb-prophet

github.com   (2022-01-17)

tags: python, visualization

Based on scatterplot by Myriam Barnes. A simple to viz categories in a scatter plot. - bjpcjp/category-scatterplot

towardsdatascience.com   (2022-01-17)

tags: maps, python, spatial, visualization

Who needs GIS when you can build eye-catching 3D topography maps with Python?

www.postgresqltutorial.com   (2022-01-16)

tags: postgres, python

This PostgreSQL Python section shows how to work with PostgreSQL from Python programming language using the psycopg2 database driver.

github.com   (2022-01-16)

tags: python, seaborn

Sourced from O'Reilly ebook of the same name.

github.com   (2022-01-16)

tags: pycaret, python

Introductin to PyCaret.

github.com   (2022-01-16)

tags: machine-learning, python, svm

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron) - bjpcjp/scikit-and-tensorflow-workbooks

github.com   (2022-01-16)

tags: numpy, python

Sourced from O'Reilly ebook of the same name.

numba.pydata.org   (2022-01-16)

tags: numba, python

docs.python.org   (2022-01-16)

tags: python

pandas.pydata.org   (2022-01-16)

tags: pandas, python

github.com   (2022-01-16)

tags: pandas, python

Sourced from O'Reilly ebook of the same name.

towardsdatascience.com   (2022-01-16)

tags: hyperparameters, machine-learning, optimization, python

Easily and efficiently optimize your model’s hyperparameters with Optuna with a mini project

twitter.com   (2022-01-16)

tags: python, youtube

🐍🔥 — Mike Driscoll (@driscollis)

blankly.finance   (2022-01-15)

tags: finance, python

Build in minutes. Deploy in seconds. Quant workflow reimagined. Built by developers for developers 🚀

dev.to   (2022-01-15)

tags: finance, python, risk

Metrics surround us. Whether you're building the next big thing and need to measure customer churn,...

www.python-excel.org   (2022-01-15)

tags: excel, python

docs.python.org   (2022-01-12)

tags: python

docs.python.org   (2022-01-12)

tags: python

docs.python.org   (2022-01-12)

tags: python

blog.jupyter.org   (2022-01-12)

tags: jupyter, python

IPython is a powerful Python REPL that gives you tab completion, better tracebacks, multiline editing, and several useful features on top…

dev.to   (2021-12-23)

tags: machine-learning, machine-vision, python

github.com   (2021-12-15)

tags: pandas, python

various tips and tricks.

pythonnumericalmethods.berkeley.edu   (2021-12-08)

tags: books, python

towardsdatascience.com   (2021-12-08)

tags: pdfs, programming, python

This article is a comprehensive overview of different open-source tools to extract text and tabular data from PDF Files

towardsdatascience.com   (2021-12-07)

tags: csv, machine-learning, pandas, python

Master usecols, chunksize, parse_dates in pandas read_csv().

link.medium.com   (2021-12-04)

tags: machine-learning, python

Here is my take on this cool Python library and why you should give it a try

builtin.com   (2021-12-03)

tags: dimentionality-reduction, machine-learning, python

Dimensionality reduction is a vital tool for data scientists across industries. Here is a guide to getting started with it.

www.mihaileric.com   (2021-11-03)

tags: machine-learning, programming, python

In this first post in a series on how to build a complete machine learning product from scratch, I describe how to setup your project and tooling.

towardsdatascience.com   (2021-10-23)

tags: distributions, prob-stats, python, scipy

How to Model random Processes with Distributions and Fit them to Observational Data

docs.python.org   (2021-10-19)

tags: programming, python

Source code: Lib/functools.py The functools module is for higher-order functions: functions that act on or return other functions. In general, any callable object can be treated as a function for t...

sadh.life   (2021-10-18)

tags: python

Python has a whole lot of builtins that are unknown to most people. This guide aims to introduce you to everything that Python has to offer, through its seemingly obscure builtins.

learning.oreilly.com   (2021-10-18)

tags: python, streamlit

Create, deploy, and test your Python applications, analyses, and models with ease using Streamlit Key Features Learn how to showcase machine learning models in a Streamlit application effectively and efficiently … - Selection from Getting Started with Streamlit for Data Science [Book]

towardsdatascience.com   (2021-10-17)

tags: python

Why, when, and how — Learn assert statements in Python right now.

link.medium.com   (2021-10-17)

tags: machine-learning, pycaret, python

Low-code Machine Learning with a Powerful Python Library

venturebeat.com   (2021-10-12)

tags: machine-learning, programming, python, streamlit

Streamlit releases v1.0 of its DataOps platform for data science apps to make it easier for data scientists to share code and components.

github.com   (2021-10-03)

tags: algorithms-math, github, python

All Algorithms implemented in Python.

dev.to   (2021-10-01)

tags: heroku, python, streamlit

Hello everyone, This is a step by step tutorial about how to deploy your Streamlit app to Heroku. ...

towardsdatascience.com   (2021-10-01)

tags: heroku, mongodb, python, streamlit

An aspiring Full Stack Developer’s guide to quickly developing and deploying scalable web applications

towardsdatascience.com   (2021-09-28)

tags: machine-learning, python, regressions, scikit-learn

Hands-on tutorial to effectively use different Regression Algorithms

www.kdnuggets.com   (2021-09-25)

tags: dask, python

This article is the second article of an ongoing series on using Dask in practice. Each article in this series will be simple enough for beginners, but provide useful tips for real work. The first article in the series is about using LocalCluster.

towardsdatascience.com   (2021-09-25)

tags: pdfs, programming, python

Leveraging automation to create dazzling PDF documents effortlessly

scikit-learn.org   (2021-09-14)

tags: python, scikit-learn

For a short description of the main highlights of the release, please refer to Release Highlights for scikit-learn 1.0. Legend for changelogs something big that you couldn’t do before., something t...

www.crummy.com   (2021-09-08)

tags: programming, python, regexes, web-scraping

github.com   (2021-09-06)

tags: github, python

Just a place to store cheatsheets.

www.kdnuggets.com   (2021-08-28)

tags: command-line, pandas, programming, python

Quick Python solutions to help your data science cycle.

thecleverprogrammer.com   (2021-08-21)

tags: programming, python

In this article, I will introduce you to a tutorial on the Python Imaging Library. Learn how to use Python Imaging Library or PIL.

towardsdatascience.com   (2021-08-17)

tags: geofencing, python

Taking Advantage of Your Location Data for an Expansive Range of Possibilities

pandas.pydata.org   (2021-08-09)

tags: pandas, python

towardsdatascience.com   (2021-07-30)

tags: machine-learning, machine-vision, python

OpenCV is not the only one

pypi.org   (2021-07-20)

tags: machine-learning, python, scikit-learn

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application.

pymol.org   (2021-07-18)

tags: biology, deep-learning, programming, python, visualization

towardsdatascience.com   (2021-07-16)

tags: algorithms-math, python

How does a generator in Python work?

towardsdatascience.com   (2021-07-15)

tags: command-line, pip, programming, python

Exploring some of the most useful pip commands for everyday programming

towardsdatascience.com   (2021-07-13)

tags: pytest, python

Passing Arguments to Fixtures and Test Functions

martinheinz.dev   (2021-07-10)

tags: python

There are lots of great Python libraries, but most of them don't come close to what built-in itertools and also

link.medium.com   (2021-07-05)

tags: decorators, python

Analyze, test, and re-use your code with little more than an @ symbol

towardsdatascience.com   (2021-07-04)

tags: algorithms-math, machine-learning, python, survival-analysis

What companies can learn from employee turnover data

github.com   (2021-07-03)

tags: python, storytelling

Facebook AI Research Sequence-to-Sequence Toolkit written in Python. - facebookresearch/fairseq

towardsdatascience.com   (2021-07-03)

tags: excel, machine-learning, pandas, python, supply-chain

In this article, I’ll show you five ways to load data in Python. Achieving a speedup of 3 orders of magnitude.

github.com   (2021-06-28)

tags: algorithms-math, glossaries, python

All Algorithms implemented in Python.

towardsdatascience.com   (2021-06-26)

tags: excel, programming, python, streamlit

Present your data as an interactive dashboard web application using the python library Streamlit

pytorch.org   (2021-06-25)

tags: linear-algebra, python, pytorch

Linear algebra is essential to deep learning and scientific computing, and it’s always been a core part of PyTorch. PyTorch 1.9 extends PyTorch’s support for linear algebra operations with the torch.linalg module. This module, documented here, has 26 operators, including faster and easier to use versions of older PyTorch operators, every function from NumPy’s linear algebra module extended with accelerator and autograd support, and a few operators that are completely new. This makes the torch.linalg immediately familiar to NumPy users and an exciting update to PyTorch’s linear algebra support.

github.com   (2021-06-25)

tags: boosting, gaussian, machine-learning, python

Combining tree-boosting with Gaussian process and mixed effects models - fabsig/GPBoost

karpathy.github.io   (2021-06-23)

tags: bitcoin, python

Musings of a Computer Scientist.

huggingface.co   (2021-06-21)

tags: deep-learning, python, pytorch

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

www.linkedin.com   (2021-06-21)

tags: python

In this post, we will understand how python functional programming can be used efficiently to achieve tasks artistically as it is rightly said programming is indeed an art. We prefer using higher-order functions than simply looping because internally these are implemented in C making them more effic

towardsdatascience.com   (2021-06-19)

tags: programming, python

Automate your Python script execution — works on Linux and macOS.

link.medium.com   (2021-06-19)

tags: programming, python

A deep dive into Python virtual environments, pip and avoiding entangled dependencies

towardsdatascience.com   (2021-06-14)

tags: python

Set your application secrets, load, and retrieve them easily in your Data Science apps.

towardsdatascience.com   (2021-06-14)

tags: dash, programming, python

Draw with Plotly, Embed Bootstrap CSS, Upload & Download files, Change Inputs after selection, Navbars, Spinners, and more…

towardsdatascience.com   (2021-06-14)

tags: programming, python, streamlit

Using Streamlit to Build an ML-based Web Application

towardsdatascience.com   (2021-06-12)

tags: matplotlib, python, seaborn, visualization

Should you bypass Matplotlib?

towardsdatascience.com   (2021-06-08)

tags: python

In a real-life factory, the production of identical or similar objects is not done individually but rather streamlined in assembly lines. Similarly, the factory design pattern allows you to create…

www.kdnuggets.com   (2021-05-31)

tags: pandas, python

Learn how to speed up your Pandas workflow using the PyPolars library.

towardsdatascience.com   (2021-05-30)

tags: machine-learning, python, visualization

Scroll down to see how to interpret a plot created by a great tool for comparing two classes and their corpora.

towardsdatascience.com   (2021-05-28)

tags: dask, pandas, python

Are you a Data Scientist experienced with Pandas? Then you know its pain points. There's an easy solution - Dask - which enables you to run Pandas computations in parallel.

towardsdatascience.com   (2021-05-28)

tags: python

If you are a beginning Python programmer, you might come across function declarations with parameters that look like this: The * and the ** operators above allow you to pass in variable number of…

towardsdatascience.com   (2021-05-27)

tags: finance, python

To be honest, the title of the article does quite a good job in describing what Quantra actually is. It’s a platform that helps potential students with their journey of learning about quantitative…

dev.to   (2021-05-24)

tags: opencv, python

In this tutorial, I will show you how to give a cartoon-effect to an image in Python with OpenCV. Op...

towardsdatascience.com   (2021-05-24)

tags: prodmgmt, pycaret, python

A step-by-step guide on how to predict customer churn the right way using PyCaret that actually optimizes the business objective and improves ROI for the business.

blog.guilatrova.dev   (2021-05-22)

tags: python

In this post, I show you a real-life example of how to create, handle and log exceptions effectively in Python.

ai.facebook.com   (2021-05-19)

tags: deep-learning, python, pytorch, video

thecleverprogrammer.com   (2021-05-18)

tags: datasets, python, web-scraping

In this article, I'm going to walk you through a tutorial on web scraping to create a dataset using Python and BeautifulSoup.

github.com   (2021-05-18)

tags: matplotlib, python, visualization

Publication-quality data representation library based on Matplotlib. - alopezrivera/mpl_plotter

towardsdatascience.com   (2021-05-18)

tags: machine-learning, python, pytorch

Word on the street is that PyTorch lightning is a much better version of normal PyTorch. But what could it possibly have that it brought such consensus in our world? Well, it helps researchers scale…

www.kdnuggets.com   (2021-05-17)

tags: pandas, python, vaex

If you are working with big data, especially on your local machine, then learning the basics of Vaex, a Python library that enables the fast processing of large datasets, will provide you with a productive alternative to Pandas.

dev.to   (2021-05-07)

tags: deep-learning, machine-vision, programming, python

Computer vision is the field of computer science that focuses on replicating parts of the complexity...

muhammadraza.me   (2021-05-05)

tags: bash, linux, python

Commandline one liners that makes your workflow more productive

facebook.github.io   (2021-05-05)

tags: machine-learning, prophet, python, time-series

Prophet is a forecasting procedure implemented in R and Python. It is fast and provides completely automated forecasts that can be tuned by hand by data scientists and analysts.

towardsdatascience.com   (2021-05-05)

tags: python, spatial, visualization

I recently wrote a post about visualizing weather data from NOAA. We walked through processing the data and making some basic interactive maps with Plotly. In this article I want to use the same data…

dev.to   (2021-05-05)

tags: python, streamlit

Sometimes you make a data science , machine learning or computer vision projects but suddenly you stu...

towardsdatascience.com   (2021-05-05)

tags: dask, programming, python

This article will first address what makes Dask special and then explain in more detail how Dask works. So: what makes Dask special? Python has a rich ecosystem of data science libraries including…

dev.to   (2021-05-05)

tags: python, sql, sqlite

To explore SQLite along with Python, which is a user-friendly and no-nonsense language, we are going...

towardsdatascience.com   (2021-05-02)

tags: cellular-automata, python

Automation epitomizes the last few decades of rapid technological development where many processes take place without human intervention. But what exactly does it mean? These are the two most common…

towardsdatascience.com   (2021-05-02)

tags: pandas, python

Pandas is a data analysis and manipulation library for Python. It is one of the most popular tools among data scientists and analysts. Pandas can handle an entire data analytics pipeline. It provides…

towardsdatascience.com   (2021-05-01)

tags: machine-learning, programming, python

As Data Science continues to grow and develop, it’s only natural for new tools to emerge, especially considering the fact that data…

towardsdatascience.com   (2021-04-28)

tags: machine-learning, python, scikit-learn

If you are dealing with a classification task, I recommend the modAL. As for the sequence labeling task, the AlpacaTag is the only choice for you. Active learning could decrease the number of labels…

towardsdatascience.com   (2021-04-26)

tags: geography, pandas, python

Part 1: Introduction to geospatial concepts (follow here) Part 2: Geospatial visualization and geometry creation (follow here) Part 3: Geospatial operations (this post) Part 4: Building geospatial…

towardsdatascience.com   (2021-04-25)

tags: numpy, python

How to stack your array horizontally and vertically, find unique values, split your array and some more tips to use Numpy effectively.

www.kdnuggets.com   (2021-04-22)

tags: machine-learning, pycaret, python, time-series

PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with few lines only. See how to use PyCaret's Regression Module for Time Series Forecasting.

www.mvanga.com   (2021-04-20)

tags: music, python

A basic introduction to Western music theory using the Python programming language to derive scales, chords, and modes in every key.

towardsdatascience.com   (2021-04-18)

tags: excel, programming, python

Design of Excel Automation Tools for Sales Analytics ready to be used by your colleagues without any prior knowledge of Python

towardsdatascience.com   (2021-04-18)

tags: pdfs, programming, python

How to extract and convert tables from PDFs into Pandas Dataframe using Camelot

towardsdatascience.com   (2021-04-17)

tags: python

Explained with examples

towardsdatascience.com   (2021-04-13)

tags: boosting, machine-learning, python

XGBoost explained as well as gradient boosting method and HP tuning by building your own gradient boosting library for decision trees.

tanelp.github.io   (2021-04-11)

tags: numpy, python, pytorch

A bug that plagues thousands of open-source ML projects.

developer.nvidia.com   (2021-04-09)

tags: gpus, nvidia, python

This post is the seventh installment of the series of articles on the RAPIDS ecosystem. The series explores and discusses various aspects of RAPIDS that allow its users solve ETL (Extract, Transform…

towardsdatascience.com   (2021-04-09)

tags: python

A quick look at an easy way to make Python faster and more effective for machine-learning by using the itertools module.

towardsdatascience.com   (2021-04-03)

tags: pandas, python

A quick tutorial to drop duplicates using the Python Pandas library.

bart.degoe.de   (2021-03-28)

tags: keywords-ppc-seo, python, search

Full-text search is everywhere. From finding a book on Scribd, a movie on Netflix, toilet paper on Amazon, or anything else on the web through Google (like [how to do your job as a software engineer](https://localghost.dev/2019/09/everything-i-googled-in-a-week-as-a-professional-software-engineer/)), you've searched vast amounts of unstructured data multiple times today. What's even more amazing, is that you've even though you searched millions (or [billions](https://www.worldwidewebsize.com/)) of records, you got a response in milliseconds. In this post, we are going to build a basic full-text search engine that can search across millions of documents and rank them according to their relevance to the query in milliseconds, in less than 150 lines of code!

towardsdatascience.com   (2021-03-23)

tags: boosting, machine-learning, python

GPU vs CPU training speed comparison for xgboost

sicara.ai   (2021-03-22)

tags: machine-learning, python

developer.nvidia.com   (2021-03-22)

tags: gpus, machine-learning, nvidia, python, scikit-learn

towardsdatascience.com   (2021-03-22)

tags: pandas, python

No need to install, import and initialize — Just use them

towardsdatascience.com   (2021-03-21)

tags: jupyter, machine-learning, python

for beginners as well as advanced users

towardsdatascience.com   (2021-03-19)

tags: pandas, python

Pandas tips and tricks to help you get started with data analysis

towardsdatascience.com   (2021-03-10)

tags: pandas, python

A comprehensive practical guide

dev.to   (2021-03-06)

tags: python

Photo by Divide By Zero on Unsplash There are a ton of awesome packages available in the Python ecos...

towardsdatascience.com   (2021-03-06)

tags: machine-learning, pycaret, python

Train, visualize, evaluate, interpret, and deploy models with minimal code.

towardsdatascience.com   (2021-03-06)

tags: pandas, python

Groupby is so powerful, which may sound daunting to beginners, but you don’t have to know all of its features.

towardsdatascience.com   (2021-03-04)

tags: jupyter, python

JupyterLab moves closer to becoming a full-fledged IDE with xeus-python.

github.com   (2021-03-01)

tags: machine-learning, optimization, python

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces. - SimonBlanke/Gradient-Free-Optimizers

link.medium.com   (2021-03-01)

tags: analytics, dask, pandas, python, vaex

Pandas doesn’t handle well Big Data. These two libraries do! Which one is better? Faster?

pycaret.readthedocs.io   (2021-02-25)

tags: machine-learning, programming, pycaret, python

pycaret.org   (2021-02-25)

tags: machine-learning, programming, pycaret, python

[et_pb_section fb_built=”1″ admin_label=”Header” _builder_version=”4.12.0″ background_color=”#01012C” collapsed=”on” global_colors_info=”{}”][et_pb_row column_structure=”1_2,1_2″ _builder_version=”4.12.0″ collapsed=”on” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.12.0″ z_index=”10″ custom_padding=”18%||||false|false” global_colors_info=”{}”][et_pb_text _builder_version=”4.14.7″ text_font=”Montserrat|800|||||||” text_text_color=”#01012C” text_font_size=”470px” text_line_height=”1em” positioning=”absolute” custom_margin=”|-30%||-10%|false|false” custom_margin_tablet=”|0%||-5%|false|false” custom_margin_phone=”|0%|||false|false” custom_margin_last_edited=”on|desktop” text_font_size_tablet=”40vw” text_font_size_phone=”40vw” text_font_size_last_edited=”on|tablet” text_text_shadow_style=”preset5″ text_text_shadow_horizontal_length=”-1.5px” text_text_shadow_vertical_length=”-1.5px” text_text_shadow_color=”#DB0EB7″ global_colors_info=”{}”] pc [/et_pb_text][et_pb_text _builder_version=”4.14.7″ header_font=”Barlow Condensed|500|||||||” header_text_color=”#FFFFFF” header_font_size=”122px” custom_margin=”||0px||false|false” header_font_size_tablet=”42px” header_font_size_phone=”26px” header_font_size_last_edited=”on|tablet” global_colors_info=”{}”] low-code machine learning [/et_pb_text][et_pb_button button_url=”https://pycaret.gitbook.io” url_new_window=”on” button_text=”GET STARTED” _builder_version=”4.14.7″ […]

www.kdnuggets.com   (2021-02-24)

tags: machine-learning, python, survival-analysis

Concluding this three-part series covering a step-by-step review of statistical survival analysis, we look at a detailed example implementing the Kaplan-Meier fitter based on different groups, a Log-Rank test, and Cox Regression, all with examples and shared code.

towardsdatascience.com   (2021-02-18)

tags: a-b, analytics, python

Optimizing web marketing strategies through statistical testing

github.com   (2021-02-18)

tags: a-b, analytics, python

A/B Testing — A complete guide to statistical testing - bjpcjp/AB_Testing

towardsdatascience.com   (2021-02-10)

tags: graphs, machine-learning, python

A comprehensive guide on standard generative graph approaches with implementation in NetworkX

towardsdatascience.com   (2021-02-07)

tags: python

The essential for Python in tasks automation apps

towardsdatascience.com   (2021-02-01)

tags: image-segmentation, machine-vision, python, scikit-image

How to use the Gaussian Distribution for Image Segmentation

towardsdatascience.com   (2021-01-30)

tags: images, python, scikit-image

How to identify similar objects in your image

towardsdatascience.com   (2021-01-28)

tags: images, machine-learning, python, scikit-image

How to identify and segregate specific blobs in your image

towardsdatascience.com   (2021-01-19)

tags: kern, machine-learning, python, svm

A complete explanation of the inner workings of Support Vector Machines (SVM) and Radial Basis Function (RBF) kernel

towardsdatascience.com   (2021-01-19)

tags: pdfs, python, visualization

Create PDF reports with beautiful visualizations in 10 minutes or less.

towardsdatascience.com   (2021-01-17)

tags: python

Essential guide to multiprocessing with Python.

towardsdatascience.com   (2021-01-08)

tags: machine-learning, python, scikit-learn

An Overview of the Most Important Features in Version 0.24

towardsdatascience.com   (2021-01-04)

tags: python

Go beyond the usual

towardsdatascience.com   (2021-01-02)

tags: images, python, scikit-image

How do you apply convolution kernels to colored images?

tech.wayfair.com   (2021-01-02)

tags: analytics, python

Uplift models seek to predict the incremental value attained in response to a treatment. For example, if we want to know the value of showing an advertisement to someone, typical response models will only tell us that a person is likely to purchase after being given an advertisement, though they may have been likely to purchase already. Uplift models will predict how much more likely they are to purchase after being shown the ad. The most scalable uplift modeling packages to date are theoretically rigorous, but, in practice, they can be prohibitively slow. We have written a Python package, pylift, that implements a transformative method wrapped around scikit-learn to allow for (1) quick implementation of uplift, (2) rigorous uplift evaluation, and (3) an extensible python-based framework for future uplift method implementations.

towardsdatascience.com   (2020-12-29)

tags: images, python, scikit-image

A deeper look into the fundamentals of image dilation and erosion with the use of kernels.

towardsdatascience.com   (2020-12-26)

tags: analytics, python, visualization

A heatmap is a graphical representation of data in which data values are represented as colors. That is, it uses color in order to…

www.datasciencecentral.com   (2020-12-25)

tags: books, deep-learning, python, tensorflow

medium.com   (2020-12-24)

tags: algorithms-math, python

The string matching problem also known as “the needle in a haystack” is one of the classics. This simple problem has a lot of application…

towardsdatascience.com   (2020-12-23)

tags: algorithms-math, machine-learning, optimization, python

Demystifying the inner workings of BFGS optimization

tryolabs.com   (2020-12-22)

tags: python

There are so many amazing Python libraries out there that it's hard to keep track of all of them. That's why we share with you our hand-picked selection of some top libraries.

docs.python.org   (2020-12-18)

tags: devops, python

Source code: Lib/shutil.py The shutil module offers a number of high-level operations on files and collections of files. In particular, functions are provided which support file copying and removal...

docs.microsoft.com   (2020-12-18)

tags: azure, devops, flask, python

Get started with Azure App Service by deploying your first Python app to Azure App Service.

towardsdatascience.com   (2020-12-18)

tags: gifs, images, python

A visual analysis of Brazilian Higher Education history

t.co   (2020-12-18)

tags: programming, python

medium.com   (2020-12-18)

tags: python, supply-chain

Design a simulation model to estimate the impact of several Single Picker Routing Problem strategies in your Picking Productivity

towardsdatascience.com   (2020-12-18)

tags: prophet, python

Using Prophet to forecast commodity prices

towardsdatascience.com   (2020-12-18)

tags: graphs, machine-learning, python

A simple introduction to matching in bipartite graphs with Python code examples

www.datasciencecentral.com   (2020-12-10)

tags: python

This article was written by Louis Tiao.   In this series of notebooks, we demonstrate some useful patterns and recipes for visualizing animating optimization algorithms using Matplotlib.     We shall restrict our attention to 3-dimensional problems for right now (i.e. optimizing over only 2 parameters), though what follows can be extended to higher dimensions… Read More »Visualizing and Animating Optimization Algorithms with Matplotlib

linuxize.com   (2020-12-10)

tags: flask, linux, python

In this article we'll discuss how to install Flask on Ubuntu 20.04 inside a Python virtual environment.

towardsdatascience.com   (2020-12-10)

tags: python

Color transfer, Image editing and Automatic Translation

towardsdatascience.com   (2020-12-10)

tags: python, visualization

Learn to Develop Choropleth Map Easily Using Python’s Folium Library

towardsdatascience.com   (2020-12-10)

tags: python, visualization

Create stunning visualizations for Pandas DataFrames

towardsdatascience.com   (2020-12-09)

tags: python

Pywedge helps in visualizing the data, preprocessing, and creating baseline models

towardsdatascience.com   (2020-11-30)

tags: numpy, python

NumPy forms the basis of many Python libraries in the data science domain.

towardsdatascience.com   (2020-11-29)

tags: monte-carlo, python

An introduction to PyMC3 through a concrete example

towardsdatascience.com   (2020-11-29)

tags: python

A brief introduction to Python’s Peephole optimization technique

analysis-tools.dev   (2020-11-29)

tags: cpp, programming, python, ruby

Find static code analysis tools and linters for Java, JavaScript, PHP, Python, Ruby, C/C++, C#, Go, Swift, and more. All tools and linters are peer-reviewed by fellow developers to select the best tools available. Avoid bugs in production, outages on weekends, and angry customers.

towardsdatascience.com   (2020-11-29)

tags: python

Understand Python’s optimization technique — Interning.

towardsdatascience.com   (2020-11-29)

tags: python

Curly brace scopes, autovivification, and other methods for writing better code

towardsdatascience.com   (2020-11-29)

tags: python, time-series

Finding Conserved Patterns Across Two Time Series

towardsdatascience.com   (2020-11-22)

tags: decorators, python

Let’s master the more advanced topics in no-time

towardsdatascience.com   (2020-11-19)

tags: machine-learning, python, speech-recognition

Learn which of the 9 most prominent automatic speech recognition engines is best for your needs, and how to use it in Python programs.

towardsdatascience.com   (2020-11-19)

tags: machine-learning, pandas, python

Explained with examples

towardsdatascience.com   (2020-11-17)

tags: pyspark, python

Performing Data Visualization using PySpark

www.debuntu.org   (2020-11-03)

tags: python, venv

A nice thing about Python is that there is tons of modules available out there. Not all those modules are readily available for your distro and even if there were, chances are that a newer release with new features is already out there.

dev.to   (2020-11-03)

tags: python

Asyncio helps you to write asynchronous functions using python making your application a lot faster with better user experience with its easy to use syntax.

stacks.stanford.edu   (2020-11-03)

tags: cartoons, python

github.com   (2020-11-03)

tags: geography, python

Geometric Algebra for Python.

towardsdatascience.com   (2020-11-03)

tags: numba, python

A quick look at a fantastic tool for making Python better in 2020.

dev.to   (2020-11-03)

tags: python

In a previous post, I created a guide for JavaScript higher-order functions to make dealing with arra...

towardsdatascience.com   (2020-11-03)

tags: machine-learning, python, vision

A step-by-step guide to apply perspective transformation on images

t.co   (2020-11-03)

tags: python

A unique python library that extends the python programming language and provides utilities that enhance productivity.

www.kdnuggets.com   (2020-11-03)

tags: pycaret, python

towardsdatascience.com   (2020-11-03)

tags: python

How you could use defaultdict and Counter to make your code short and readable

tenthousandmeters.com   (2020-11-03)

tags: cpython, python

In the first post of the series we've looked at the CPython VM. We've learned that it works by executing a series of instructions called bytecode....

www.kdnuggets.com   (2020-11-03)

tags: python

Let’s look at the performance of our Python programs and see how to make them up to 30% faster!

towardsdatascience.com   (2020-11-03)

tags: flask, heroku, python, reactjs

Making a Framework for API Development and Deployment

towardsdatascience.com   (2020-11-03)

tags: machine-learning, python

I come from the world of MATLAB and numerical computing, where for loops are shorn and vectors are king. During my PhD at UVM, Professor…

towardsdatascience.com   (2020-11-03)

tags: python

A Comprehensive Guide to Pytest for your Data Science Projects

towardsdatascience.com   (2020-11-03)

tags: machine-learning, python

A tour of one of the most popular topic modelling techniques and a guide to implementing and visualising it using pyLDAvis

towardsdatascience.com   (2020-11-03)

tags: geography, python

How to easily and effectively incorporate spatial features in Python using Geopandas

towardsdatascience.com   (2020-11-03)

tags: databases, python

How to manage external resources in Python with your custom context managers

towardsdatascience.com   (2020-11-03)

tags: dask, pandas, python

Scaling your Pythonic data science and machine learning to the cloud using Dask. All from the comfort of your own laptop.

towardsdatascience.com   (2020-11-03)

tags: plotly, python, visualization

I have been working as a Data Analyst for almost 5 years now but, in this time I have mostly used business intelligence software for all…

towardsdatascience.com   (2020-11-02)

tags: geography, python

How to use GeoPandas and Leaflet?

towardsdatascience.com   (2020-11-02)

tags: machine-learning, python

Python 3.9 New Feature Guide

towardsdatascience.com   (2020-11-02)

tags: pandas, python

pysdr.org   (2020-11-02)

tags: dsp, python

towardsdatascience.com   (2020-11-02)

tags: dask, python

A simple solution for data analytics for big data parallelizing computation in Numpy, Pandas, and Scikit-Learn Frameworks.

towardsdatascience.com   (2020-11-02)

tags: cython, python

This article was originally published on the Paperspace blog. You can run the code for my tutorials for free on Gradient.

github.com   (2020-11-02)

tags: python

How to make CPython faster.

www.gfx.dev   (2020-10-20)

tags: movies-television, python

A look into how Python is used to bring your favorite movies to the big screen.

towardsdatascience.com   (2020-08-18)

tags: pdfs, python

A quick guide for extracting the tables from PDF files in Python using Camelot library

towardsdatascience.com   (2020-08-10)

tags: python

Top 3 Excel-Python integration methods and what you can do with them

towardsdatascience.com   (2020-08-10)

tags: pandas, python

Explained with examples.

towardsdatascience.com   (2020-08-10)

tags: python, pytorch

As the ever-growing demand for deep learning continues to rise, more developers and data scientists are joining the deep-learning…

towardsdatascience.com   (2020-08-10)

tags: machine-learning, python

Overview of the latest developments in version 0.23

www.kdnuggets.com   (2020-08-10)

tags: python

As a Data Scientist, you are already spending most of your time getting your data ready for prime time. Follow these real-world scenarios to learn how to leverage the advanced techniques in Python of list comprehension, Lambda expressions, and the Map function to get the job done faster.

towardsdatascience.com   (2020-08-10)

tags: python

Enhance your data science project

towardsdatascience.com   (2020-08-10)

tags: algorithms-math, python

We show how to emulate Brownian motion, the most famous stochastic process used in a wide range of applications, using simple Python code.

towardsdatascience.com   (2020-07-25)

tags: python, visualization

Confused about which Visualization Tool to Use? I Broke Down the Pros and Cons of Each Libary for You

towardsdatascience.com   (2020-07-22)

tags: python, seaborn, visualization

But really should know

towardsdatascience.com   (2020-07-21)

tags: python

Master the Python Dictionary with these tips

www.sympy.org   (2020-07-08)

tags: python, sympy

towardsdatascience.com   (2020-06-24)

tags: pandas, python

When and how to use which.

towardsdatascience.com   (2020-06-24)

tags: pyspark, python

A short guide to the PySpark DataFrames API

towardsdatascience.com   (2020-06-24)

tags: python

Compare good writing style and bad writing style with the code runtime

johnlekberg.com   (2020-06-24)

tags: python

towardsdatascience.com   (2020-06-24)

tags: python

Effectively merge an unknown number of lists

towardsdatascience.com   (2020-06-17)

tags: python

Understand the basics with a concrete example!

martinheinz.dev   (2020-06-03)

tags: debugging, python

Even if you write clear and readable code, even if you cover your code with tests, even if you are very experienced developer, weird bugs will inevitab...

towardsdatascience.com   (2020-06-03)

tags: pandas, python

Pandas: From Journeyman to Master — Voice from the victim.

towardsdatascience.com   (2020-06-02)

tags: machine-learning, python

Do you know about these packages?

towardsdatascience.com   (2020-06-01)

tags: python

with usage examples

towardsdatascience.com   (2020-06-01)

tags: machine-learning, python

Not enough data for Deep Learning? Try Eigenfaces.

towardsdatascience.com   (2020-06-01)

tags: python, visualization

Ultra high resolution satellite and elevation imagery

towardsdatascience.com   (2020-06-01)

tags: datasets, python

A different approach to import data files automatically in python.

towardsdatascience.com   (2020-06-01)

tags: python

Use Python to set your path towards it.

towardsdatascience.com   (2020-06-01)

tags: machine-learning, nlp, python

Introduction

towardsdatascience.com   (2020-06-01)

tags: flask, python

Hey guys this my first blog on Medium. This is an Iris classification ML model turned into a flask app for hosting on Heroku.

towardsdatascience.com   (2020-06-01)

tags: python

A deep dive beginner’s guide into different python virtual environments, the benefits of each, and how to get started using them

towardsdatascience.com   (2020-06-01)

tags: dask, pandas, python

Use Pandas with Dask to save time and resources. This combination will make your notebook ultra fast

towardsdatascience.com   (2020-06-01)

tags: fonts-typography, python, visualization

A Picture is worth a thousand words. Literally! there are 2200+ words in this picture. 😱

towardsdatascience.com   (2020-06-01)

tags: python

www.kdnuggets.com   (2020-06-01)

tags: machine-learning, programming, python

Check out these 5 cool Python libraries that the author has come across during an NLP project, and which have made their life easier.

towardsdatascience.com   (2020-06-01)

tags: machine-learning, python

Building up the intuition for how matrices help to solve a system of linear equations and thus regressions problems

dev.to   (2020-06-01)

tags: python, sets

Introduction to sets in Python

towardsdatascience.com   (2020-06-01)

tags: python

Elegant, comfortable, concise, and fast way to build lists

towardsdatascience.com   (2020-06-01)

tags: python, sets

Guidelines to use sets in Python

towardsdatascience.com   (2020-06-01)

tags: machine-learning, python

Explaining outlier detection with PyCaret library in python

machinelearningmastery.com   (2020-06-01)

tags: feature-engineering, machine-learning, python

Recursive Feature Elimination, or RFE for short, is a popular feature selection algorithm. RFE is popular because it is easy to configure and use and because it is effective at selecting those features (columns) in a training dataset that are more or most relevant in predicting the target variable. There are two important configuration options when using RFE: the choice…

www.integralist.co.uk   (2020-06-01)

tags: concurrency, python

This is a quick guide to Python’s asyncio module and is based on Python version 3.8. Introduction Why focus on asyncio? A quick asyncio summary A quick concurrent.futures summary Green Threads? Event Loop Awaitables Coroutines Tasks Futures Running an asyncio program Running Async Code in the REPL Use another Event Loop Concurrent Functions Deprecated Functions Examples gather wait wait_for as_completed create_task Callbacks Pools Executors asyncio.Future vs concurrent.futures.Future asyncio.wrap_future Introduction So let’s start by addressing the elephant in the room: there are many modules provided by the Python standard library for handling asynchronous/concurrent/multiprocess code…

cjolowicz.github.io   (2020-06-01)

tags: python

A guide to modern Python tooling with a focus on simplicity and minimalism.

towardsdatascience.com   (2020-06-01)

tags: pandas, python

Sample, where, isin explained in detail with examples.

towardsdatascience.com   (2020-06-01)

tags: flask, python

towardsdatascience.com   (2020-05-19)

tags: pandas, python

Clearly distinguish loc and iloc

towardsdatascience.com   (2020-05-16)

tags: prodmgmt, python

Lagrange Multiplier on a function with 2 variables with 1 equality constraint

towardsdatascience.com   (2020-05-15)

tags: python, sqlite

Everything You Need to Get Started!

towardsdatascience.com   (2020-05-15)

tags: python

Important list of 10 python snippets to make your code efficient

www.kdnuggets.com   (2020-05-15)

tags: pandas, python

This post will address the issues that can arise when Pandas slicing is used improperly. If you see the warning that reads "A value is trying to be set on a copy of a slice from a DataFrame", this post is for you.

towardsdatascience.com   (2020-05-15)

tags: pandas, python

Know your Pandas library function arsenal as a data scientist

towardsdatascience.com   (2020-05-15)

tags: numpy, python

A practical guide to modify the shape of arrays

towardsdatascience.com   (2020-05-15)

tags: devops, machine-learning, pandas, python

This new Python package accelerates notebook-based machine learning experimentation

towardsdatascience.com   (2020-05-15)

tags: algorithms-math, machine-learning, numpy, python

Using q-learning for sequential decision making and therefore learning to play a simple game.

towardsdatascience.com   (2020-05-15)

tags: python

A basic guide to using Python to fit non-linear functions to experimental data points

www.kdnuggets.com   (2020-05-15)

tags: dask, python

The Pandas library for Python is a game-changer for data preparation. But, when the data gets big, really big, then your computer needs more help to efficiency handle all that data. Learn more about how to use Dask and follow a demo to scale up your Pandas to work with…

towardsdatascience.com   (2020-05-15)

tags: machine-learning, pycaret, python

I came across Pycaret while I was browsing on a slack for data scientists. It's a versatile library in which you can apply/evaluate/tune…

towardsdatascience.com   (2020-05-15)

tags: geography, python, visualization

A Walkthrough on Hyperspectral Image Analysis Using Python.

wizardforcel.gitbooks.io   (2020-05-15)

tags: books, python

Berkeley CS61A Textbook

towardsdatascience.com   (2020-05-15)

tags: python

How to linearize a quadratic function to use it in a linear solver, (a.k.a. I don’t have money to pay for Gurobi) using a retail example

towardsdatascience.com   (2020-05-15)

tags: pyspark, python

Apache Spark is one of the hottest new trends in the technology domain. It is the framework with probably the highest potential to realize…

link.medium.com   (2020-05-15)

tags: pandas, python

A code-along guide for Pandas’ advanced functionalities.

www.philipzucker.com   (2020-05-15)

tags: category-theory, python

Parts 1 and 2 are found here and here

towardsdatascience.com   (2020-05-15)

tags: python

The right way to represent a finite set of alternatives

maticalderini.github.io   (2020-05-12)

tags: python

makepath.com   (2020-04-30)

tags: geography, python

The ultimate guide on open source GIS tools for spatial analysis. Find the tools you need to support your next spatial data project!

towardsdatascience.com   (2020-04-28)

tags: deep-learning, nlp, python

An Overview Of popular python libraries for Natural Language Processing

towardsdatascience.com   (2020-04-27)

tags: django, python

Getting Started with Django

towardsdatascience.com   (2020-04-21)

tags: command-line, python

A simple guide to create your own Python script with command line arguments

towardsdatascience.com   (2020-04-21)

tags: python

I don’t know how I lived without them

towardsdatascience.com   (2020-04-19)

tags: plotly, python, visualization

Most common baby names in Barcelona

towardsdatascience.com   (2020-04-19)

tags: matplotlib, python, seaborn, visualization

In real life, data preprocessing is really a pain for most data scientists. But with the help of data visualization libraries, it actually…

towardsdatascience.com   (2020-04-19)

tags: python

Introduction to Memoization

towardsdatascience.com   (2020-04-19)

tags: algorithms-math, machine-learning, numpy, python

Learn matrix multiplication for machine learning by following along with Python examples

towardsdatascience.com   (2020-04-15)

tags: pandas, python

Understanding the Groupby Method

towardsdatascience.com   (2020-04-15)

tags: machine-learning, pandas, python

How does pivot work? What is the main pandas building block? And more …

towardsdatascience.com   (2020-04-08)

tags: matplotlib, python, visualization

What if you can create a scatter plot for categorical features?

towardsdatascience.com   (2020-04-01)

tags: geography, python

Tutorial — Triggering notifications and Nudging GPS locations from users.

towardsdatascience.com   (2020-04-01)

tags: python, vision

Learn the basics of working with RGB and Lab images to boost your computer vision projects!

towardsdatascience.com   (2020-04-01)

tags: machine-learning, pandas, python

5 lesser-known pandas tricks that help you be more productive

towardsdatascience.com   (2020-04-01)

tags: pandas, python

In this post, we’ll go over how to write DataFrames to CSV files.

towardsdatascience.com   (2020-04-01)

tags: python, seaborn, visualization

A walkthrough of many Seaborn tools using NHL Statistics

towardsdatascience.com   (2020-04-01)

tags: monte-carlo, python

Learn Monte Carlo Methods with three simple examples

www.reddit.com   (2020-04-01)

tags: machine-learning, python

https://github.com/sepandhaghighi/pycm https://www.pycm.ir custom_rounder function added #279 complement function added sparse_matrix attribute added…

towardsdatascience.com   (2020-04-01)

tags: machine-learning, pandas, python

Extract data from different sources

towardsdatascience.com   (2020-04-01)

tags: concurrency, python

towardsdatascience.com   (2020-03-31)

tags: machine-learning, pandas, python

Expedite your data analysis process

towardsdatascience.com   (2020-03-31)

tags: machine-learning, python

Why and How to use with examples of Keras/XGBoost

streamz.readthedocs.io   (2020-03-27)

tags: python

towardsdatascience.com   (2020-03-23)

tags: python

with usage examples

towardsdatascience.com   (2020-03-23)

tags: numpy, python

NumPy is the universal standard for working with Numerical data in Python. Multidimensional NumPy arrays are extensively used in Pandas…

www.postgresqltutorial.com   (2020-03-23)

tags: postgres, python

In this tutorial, you will learn how to connect to the PostgreSQL database server from Python using the psycopg2 package.

www.kdnuggets.com   (2020-03-20)

tags: pandas, python

towardsdatascience.com   (2020-03-20)

tags: numpy, python

The ones not covered in every How-to Guide

towardsdatascience.com   (2020-03-19)

tags: pandas, python

Master these pandas functions (and methods) to shorten your code, improve performance and avoid headaches.

towardsdatascience.com   (2020-03-18)

tags: python

As a Data Scientist

towardsdatascience.com   (2020-03-14)

tags: decorators, python

Learn how you can change the behavior of objce

towardsdatascience.com   (2020-03-14)

tags: python

Cleaner Code and Fewer Loops? Count me in.

blog.ezyang.com   (2020-03-09)

tags: python, pytorch

findwork.dev   (2020-03-09)

tags: python

Learn about the advanced features the requests library hides under the hood. DRY base URLs, hooks, retry on failure, default timeouts and mocking.

towardsdatascience.com   (2020-03-09)

tags: pandas, python

These mistakes are super common, and super easy to fix.

www.linkedin.com   (2020-03-09)

tags: python, regexes

"The Ultimate Guide to using the Python regex module" https://lttr.ai/Nt5c #regex #Python #datascience #nlp

towardsdatascience.com   (2020-03-09)

tags: python

Accelerate Your Requests Using asyncio

towardsdatascience.com   (2020-03-09)

tags: dsp, python

If you have ever heard Python and Fourier nouns, chances are you’ll find this post useful: here I will explore a simple way to implement…

armaizadenwala.com   (2020-03-09)

tags: ocr, python, vision

Convert images to a string with Google Tesseract and then into a static HTML site using python

towardsdatascience.com   (2020-03-09)

tags: numpy, pandas, python

Make your day to day life easier by using these functions in your analysis

zulko.github.io   (2020-02-19)

tags: animation, python

Python has some great data visualization librairies, but few can render GIFs or video animations. This post shows how to use MoviePy as a generic …

automatetheboringstuff.com   (2020-02-19)

tags: python

www.kdnuggets.com   (2020-02-19)

tags: python

Try this string processing primer cheatsheet to gain an understanding of using Python to manipulate and process strings at a basic level.

towardsdatascience.com   (2020-02-19)

tags: pandas, python

We show how to build intuitive and useful pipelines with Pandas DataFrame using a wonderful little library called pdpipe.

martinheinz.dev   (2020-02-19)

tags: python

Python haters always say, that one of reasons they don't want to use it, is that it's slow. Well, whether specific program - regardle...

www.kdnuggets.com   (2020-02-19)

tags: python

Check out this collection of 10 Python snippets that can be taken as a reference for your daily work.

towardsdatascience.com   (2020-02-19)

tags: programming, python

Spend more time modeling, and less time managing infrastructures. A hands-on tutorial.

www.thrum.engineering   (2020-02-19)

tags: python

www.nature.com   (2020-02-12)

tags: python, scipy

Nature Methods - This Perspective describes the development and capabilities of SciPy 1.0, an open source scientific computing library for the Python programming language.

www.pythoncentral.io   (2019-12-23)

tags: html, python, web-scraping

A tutorial about a HTML parser for Python 3. Learn about the basic of a library for easily parsing web pages and extracting useful information.

nanonets.com   (2019-12-23)

tags: ocr, python

Dive deep into OCR with Tesseract, including Pytesseract integration, training with custom data, limitations, and comparisons with enterprise solutions.

www.kdnuggets.com   (2019-12-14)

tags: python

Brush up on your Python basics with this post on creating, using, and manipulating tuples.

www.kdnuggets.com   (2019-12-14)

tags: pandas, python

While Pandas is the library for data processing in Python, it isn't really built for speed. Learn more about the new library, Modin, developed to distribute Pandas' computation to speedup your data prep.

pythonspeed.com   (2019-12-14)

tags: python, semiconductor-memory

You can process data that doesn’t fit in memory by using four basic techniques: spending money, compression, chunking, and indexing.

www.kdnuggets.com   (2019-12-14)

tags: python, scikit-learn

In this post, learn how to extend Scikit-learn code to make your experiments easier to maintain and reproduce.

www.kdnuggets.com   (2019-12-14)

tags: pandas, python

The pandas library offers core functionality when preparing your data using Python. But, many don't go beyond the basics, so learn about these lesser-known advanced methods that will make handling your data easier and cleaner.

www.bnikolic.co.uk   (2019-11-24)

tags: cpus, python

On the Linux command line it is fairly easy to use the perf command to measure number of floating point operations (or other performance metrics). (See for example this old blog post ) with this approach it is not easy to get a fine grained view of how different stages of processings within a single process. In this short note I describe how the python-papi package can be used to measure the FLOP requirements of any section of a Python program.

docs.python.org   (2019-11-03)

tags: python

Editor, Raymond Hettinger,. This article explains the new features in Python 3.8, compared to 3.7. Python 3.8 was released on October 14, 2019. For full details, see the changelog. Summary – Releas...

morepypy.blogspot.com   (2019-10-09)

tags: json, python

Introduction In the last year or two I have worked on and off on making PyPy's JSON faster, particularly when parsing large JSON files. I...

www.kdnuggets.com   (2019-09-24)

tags: python

Learn how to simplify your Python code using partial functions to create more flexible, reusable, and concise function calls

realpython.com   (2019-08-30)

tags: python

This tutorial will give you a firm grasp of Python’s approach to async IO, which is a concurrent programming design that has received dedicated support in Python, evolving rapidly from Python 3.4 through 3.7 (and probably beyond).

plotnine.readthedocs.io   (2019-08-30)

tags: python, visualization

www.datacamp.com   (2019-08-30)

tags: pyspark, python

This PySpark cheat sheet with code samples covers the basics like initializing Spark in Python, loading data, sorting, and repartitioning.

datashader.org   (2019-08-30)

tags: python, visualization

www.machinelearningplus.com   (2019-08-30)

tags: machine-learning, python, time-series

Using ARIMA model, you can forecast a time series using the series past values. In this post, we build an optimal ARIMA model from scratch and extend it to Seasonal ARIMA (SARIMA) and SARIMAX models. You will also see how to build autoarima models in python

link.medium.com   (2019-08-29)

tags: python

By Pythonistas at Netflix, coordinated by Amjith Ramanujam and edited by Ellen Livengood

www.datasciencecentral.com   (2019-08-29)

tags: images, machine-learning, python

L

buff.ly   (2019-08-29)

tags: images, machine-learning, python

jakevdp.github.io   (2019-08-28)

tags: books, machine-learning, python

mlwhiz.com   (2019-08-23)

tags: pandas, python

This post is a part of my series on Python Shorts. Some tips on how to use python. This post is about using the computing power we have at hand and applying it to the data structure we use most.

dev.to   (2019-08-23)

tags: cpp, python

Did you know you can write functions in C and then call them directly from Python? Isn't that cool? L...

okigiveup.net   (2019-08-21)

tags: cpp, cython, python

github.com   (2019-07-25)

tags: machine-learning, python

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques - yzhao062/pyod

www.kdnuggets.com   (2019-07-13)

tags: python

This article lists some curated tips for working with Python and Jupyter Notebooks, covering topics such as easily profiling data, formatting code and output, debugging, and more. Hopefully you can find something useful within.

habr.com   (2019-07-13)

tags: python

shop.oreilly.com   (2019-05-21)

tags: cpp, cython, python

Build software that combines Python’s expressivity with the performance and control of C (and C++). It’s possible with Cython, the compiler and hybrid programming language used by foundational packages such … - Selection from Cython [Book]

datawhatnow.com   (2019-05-15)

tags: python

blog.miguelgrinberg.com   (2019-04-21)

tags: flask, python

In recent years REST (REpresentational State Transfer) has emerged as the standard architectural design for web services and web APIs.In this article I'm going to show you how easy it is to create a…

dev.to   (2019-04-17)

tags: javascript, python

Something a lot of beginners struggle with is the concept of passing data between different programmi...

bokeh.pydata.org   (2019-04-02)

tags: python, visualization

Bokeh is a Python library for creating interactive visualizations for modern web browsers. It helps you build beautiful graphics, ranging from simple plots to complex dashboards with streaming data...

mode.com   (2019-03-05)

tags: python

A guided walkthrough of how to use the Prophet python library to solve a common forecasting problem.

medium.com   (2019-02-20)

tags: dash, programming, python, webdev

Create Reactive Web Apps in pure Python

machinelearningmastery.com   (2019-02-12)

tags: prob-stats, python

Quick-reference guide to the 17 statistical hypothesis tests that you need in applied machine learning, with sample code in Python. Although there are hundreds of statistical hypothesis tests that you could use, there is only a small subset that you may need to use in a machine learning project. In this post, you will discover a cheat sheet for the…

treyhunner.com   (2019-01-08)

tags: python

When I discovered Python’s new pathlib module a few years ago, I initially wrote it off as being a slightly more awkward and unnecessarily …

medium.com   (2019-01-01)

tags: python

Profiling Python applications using Pyflame

www.kdnuggets.com   (2018-12-21)

tags: python

Here are the top 15 Python libraries across Data Science, Data Visualization. Deep Learning, and Machine Learning.

www.anaconda.com   (2018-11-26)

tags: python, visualization

Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities.

pypi.org   (2018-09-12)

tags: python

Simplified python article discovery & extraction.

www.analyticsvidhya.com   (2018-09-06)

tags: dimentionality-reduction, python

Learn how these 12 dimensionality reduction techniques can help you extract valuable patterns and insights from high-dimensional datasets.

medium.freecodecamp.org   (2018-09-06)

tags: python

By Peter Gleeson Python is one of the world’s most popular, in-demand programming languages. This is for many reasons: it’s easy to learn it’s super versatile it has a huge range of modules and libraries I use Python daily as an integral part of my...

github.com   (2018-09-05)

tags: nlp, python, spacy

A context-preserving word cloud generator.

eigenfoo.xyz   (2018-08-31)

tags: bayes, machine-learning, python

Recently I’ve started using PyMC3 for Bayesian modelling, and it’s an amazing piece of software! The API only exposes as much of heavy machinery of MCMC as you need — by which I mean, just the pm.sample() method (a.k.a., as Thomas Wiecki puts it, the Magic Inference Button™). This really frees up your mind to think about your data and model, which is really the heart and soul of data science! That being said however, I quickly realized that the water gets very deep very fast: I explored my data set, specified a hierarchical model that made sense to me, hit the Magic Inference Button™, and… uh, what now? I blinked at the angry red warnings the sampler spat out.

towardsdatascience.com   (2018-08-30)

tags: feature-engineering, machine-learning, python

Using the FeatureSelector for efficient machine learning workflows

pbpython.com   (2018-06-08)

tags: machine-learning, python

Using mlxtend to perform market basket analysis on online retail data set.

medium.com   (2018-06-08)

tags: finance, python

Originally published at https://www.datacamp.com/community/tutorials/finance-python-trading

dataconomy.com   (2018-06-08)

tags: prob-stats, python

During my years as a Consultant Data Scientist I have received many requests from my clients to provide frequency distribution

jeremykun.com   (2018-06-08)

tags: algorithms-math, python

Last time we saw a geometric version of the algorithm to add points on elliptic curves. We went quite deep into the formal setting for it (projective space $ \mathbb{P}^2$), and we spent a lot of time talking about the right way to define the “zero” object in our elliptic curve so that our issues with vertical lines would disappear. With that understanding in mind we now finally turn to code, and write classes for curves and points and implement the addition algorithm.

codewithoutrules.com   (2018-06-08)

tags: decorators, python

Python decorators are a useful but flawed language feature. Intended to make source code easier to write, and a little more readable, they neglect to address another use case: that of the programmer who will be calling the decorated code. If you’re a Python programmer, the following post will show you why decorators exist, and how to compensate for their limitations. And even if you’re not a Python a programmer, I hope to demonstrate the importance of keeping in mind all of the different audiences for the code you write.

pypi.python.org   (2018-06-08)

tags: machine-learning, python

An easy-to-use library for recommender systems.

www.linkedin.com   (2018-06-08)

tags: cohorts, python

Discover 100 collaborative articles on domains such as Marketing, Public Administration, and Healthcare. Our expertly curated collection combines AI-generated content with insights and advice from industry experts, providing you with unique perspectives and up-to-date information on many skills and their applications.

pandas.pydata.org   (2018-06-08)

tags: pandas, python

www.machinelearningplus.com   (2018-05-12)

tags: gensim, nlp, python

Topic Modeling is a technique to understand and extract the hidden topics from large volumes of text. Latent Dirichlet Allocation(LDA) is an algorithm for topic modeling, which has excellent implementations in the Python's Gensim package. This tutorial tackles the problem of finding the optimal number of topics.

hypertools.readthedocs.io   (2018-04-30)

tags: python, visualization

stackoverflow.com   (2018-02-09)

tags: python

How do I import files in Python? I want to import: a file (e.g. file.py) a folder a file dynamically at runtime, based on user input one specific part of a file (e.g. a single function)

code.tutsplus.com   (2018-01-23)

tags: python

Generators make it easy to create iterations in Python and in return write less code. This tutorial will introduce you to Python generators, their benefits, and how they work. Basics A generator...

devcenter.heroku.com   (2018-01-02)

tags: heroku, python

A step-by-step guide for deploying your first Python app and mastering the basics of Heroku

github.com   (2017-12-27)

tags: algorithms-math, python

Minimal examples of data structures and algorithms in Python - keon/algorithms

www.kdnuggets.com   (2017-12-27)

tags: distributions, prob-stats, python

Standard Deviation is one of the most underrated statistical tools out there. It’s an extremely useful metric that most people know how to calculate but very few know how to use effectively.

devblogs.nvidia.com   (2017-12-27)

tags: cuda, numba, python

Numba is an open-source Python compiler from Anaconda that can compile Python code for high-performance execution on CUDA-capable GPUs or multicore CPUs.

code.tutsplus.com   (2017-12-27)

tags: python

In this tutorial, I will be focusing on arguments (*args) and keyword arguments (*kwargs) in Python. I will teach you what args and kwargs are and, most importantly, how to use them—that is...

github.com   (2017-12-27)

tags: python

A tutorial on organizing python code into reusable units, building packages, and using conda. - vestuto/reusable-python

python-graph-gallery.com   (2017-11-11)

tags: python, visualization

The Python Graph Gallery displays hundreds of charts made with Python, always with explanation and reproduciible code

anvil.works   (2017-10-31)

tags: python, webdev

Yes, really, nothing but Python! Anvil has a drag-and-drop editor, Python in the browser and on the server, and one-click deployment.

nafiulis.me   (2017-10-27)

tags: python

jakevdp.github.io   (2017-10-25)

tags: benchmarks, python

www.kdnuggets.com   (2014-10-24)

tags: fastapi, python

FastApi is a contemporary web framework designed for creating RESTful APIs with Python 3.8 or later.

www.marktechpost.com   (2014-09-24)

tags: llms, python, graphs

The challenge of managing and recalling facts from complex, evolving conversations is a key problem for many AI-driven applications. As information grows and changes over time, maintaining accurate context becomes increasingly difficult. Current systems often struggle to handle the evolving nature of relationships and facts, leading to incomplete or irrelevant results when retrieving information. This can affect the effectiveness of AI agents, especially when dealing with user memories and context in real-time applications. Some existing solutions have attempted to address this problem. One common approach is using a Retrieval-Augmented Generation (RAG) pipeline, which involves storing extracted facts and using techniques

thecleverprogrammer.com   (2011-10-24)

tags: python, machine-learning, deep-learning

In this article, I'll take you through a list of guided projects to master AI & ML with Python. AI & ML Projects with Python.

www.gradio.app   (2010-09-24)

tags: gradio, python, machine-learning

Documentation, tutorials and guides for the Gradio ecosystem..

www.trickster.dev   (2008-09-24)

tags: python

Code level discussion of web scraping, gray hat automation, growth hacking and bounty hunting

pymupdf.readthedocs.io   (2008-09-24)

tags: python, pdf

PyMuPDF is a high-performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

www.marktechpost.com   (2005-10-24)

tags: pdfs, python

Extracting structured data from unstructured sources like PDFs, webpages, and e-books is a significant challenge. Unstructured data is common in many fields, and manually extracting relevant details can be time-consuming, prone to errors, and inefficient, especially when dealing with large amounts of data. As unstructured data continues to grow exponentially, traditional manual extraction methods have become impractical and error-prone. The complexity of unstructured data in various industries that rely on structured data for analysis, research, and content creation. Current methods for extracting data from unstructured sources, including regular expressions and rule-based systems, are often limited by their inability to maintain