Build pipelines with Pandas using “pdpipe” - Towards Data Science
We show how to build intuitive and useful pipelines with Pandas DataFrame using a wonderful little library called pdpipe.
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How To Deadlift: The Complete Guide to Perfect Form
The deadlift is the most satisfying of barbell lifts. Here's your complete, easy to understand guide to how to deadlift perfectly. Everytime.
Top NLP Research Papers With Business Applications From ACL 2019
This year’s annual meeting of the Association for Computational Linguistics (ACL 2019) was bigger than ever. Although the conference received 75% more submissions than last year, the quality of the research papers remained high, and so the acceptance rates are almost the same…
How to undo almost anything with Git (2015)
One of the most useful features of any version control system is the ability to "undo" your mistakes. In Git, "undo" can mean many slightly different things.
How to Jump Rope Like a Boxer
With our archives now 3,500+ articles deep, we’ve decided to republish a classic piece each Sunday to help our newer readers discover some of the best, evergreen gems from the past. This article was originally published in January 2019. When you think about boxers’ workouts —…
Efficient cache for gigabytes of data written in Go
Efficient cache for gigabytes of data written in Go. - allegro/bigcache
How to Ruin a Company with One Bad Process (2014)
“Real quick, whole squad on that real sh*t 0 to 100, n***a, real quick” —Drake, “0 to 100/The Catch Up” I am a giant advocate for technical founders running their own companies, but one consistent way that technical founders deeply harm their businesses is by screwing up the…
Kahan Summation Algorithm
In numerical analysis, the Kahan summation algorithm, also known as compensated summation,[1] significantly reduces the numerical error in the total obtained by adding a sequence of finite-precision floating-point numbers, compared to the obvious approach. This is done…
5 Data Cleansing Tools - DataScienceCentral.com
You need to analyze data to make more informed decisions. There are many tools to help you analyze the data visually or statistically, but they only work if the data is already clean and consistent. Here is the list of 5 data cleansing Tools. Drake Drake is a simple-to-use…
Beta Distribution — Intuition, Examples, and Derivation
When to use Beta distribution
Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools
Explore NLP EDA with Python tools: learn about text statistics, ngrams, topic modeling with pyLDAvis, sentiment analysis, and more
Classify A Rare Event Using 5 Machine Learning Algorithms
Which algorithm works best for unbalanced data? Are there any tradeoffs?
10 Email Marketing Automation Campaigns Your eCommerce Store Needs in 2020
Reaching and engaging your email subscribers with incredible email marketing automation campaigns is every eCommerce business’s secret weapon to success.
The Past Year, And Decade, In Music Listening: Video Rules, The Boy's Club
Two reports released recently shine a light on the decade-long trends shaping our relationships to listening, from the dominance of video to the vinyl "boom" that isn't quite.
Zoomable Area Chart
This zoomable time series area chart shows the number of flights per day. The effect of the September 11, 2001 attacks on air travel is evident.
Rahul Agarwal on LinkedIn: #datavisualization #awesomevisualization #seaborn #python
"Enter into picture Swarmplots, just like their name." https://lttr.ai/MJtZ #datavisualization #awesomevisualization #seaborn #python
Survey Segmentation Tutorial
Learn the basics of verifying segmentation, analyzing the data, and creating segments in this tutorial. When reviewing survey data, you will typically be handed Likert questions (e.g., on a scale of 1 to 5), and by using a few techniques, you can verify the quality of the survey…
Biomedical Data Science Textbook Available
By Bob Hoyt & Bob Muenchen Data science is being used in many ways to improve healthcare and reduce costs. We have written a textbook, Introduction to Biomedical Data Science, to help healthcare professionals understand the topic and to work … Continue reading →
Pitch deck: An inside peek at how Hulu is selling its pause ads
Hulu is allowing just four advertisers to run pause ads each month, which helps to explain why this new type of inventory is selling out several months in advance.
Why I Keep a Research Blog
[N] HuggingFace releases ultra-fast tokenization library for deep-learning
336 votes, 25 comments. Huggingface, the NLP research company known for its transformers library, has just released a new open-source library for…
Kurt Vonnegut’s 8 Tips on How to Write a Good Short Story
When it came to giving advice to writers, Kurt Vonnegut was never dull.
Angular Tutorial: Routing & Navigation by Example
55K subscribers in the angularjs community. A community for the awesome MVC JS framework.
40+ Modern Tutorials Covering All Aspects of Machine Learning - DataScienceCentral.com
This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with most documents featuring Python or R code and numerous illustrations or case studies…
Ask a researcher: How do needs drive intent?
Consumer needs spark consumer journeys. How can marketers identify those needs and address them? The latest consumer research from Google will help.
CSS-Only Carousel
It's kind of amazing how far HTML and CSS will take you when building a carousel/slideshow.
[OC] Updated version of my recent maze finding algorithm with source code
2.1K votes, 110 comments. 1.3M subscribers in the Python community. The official Python community for Reddit! Stay up to date with the latest news…
Feature Boosting Network For 3D Pose Estimation
In this paper, a feature boosting network is proposed for estimating 3D hand pose and 3D body pose from a single RGB image. In this method, the features learned by the convolutional layers are boosted with a new long short-term dependence-aware (LSTD) module, which enables the…
Mask R-CNN
We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously generating a high-quality segmentation mask for each instance. The method, called Mask R-CNN, extends…
Focal Loss for Dense Object Detection
The highest accuracy object detectors to date are based on a two-stage approach popularized by R-CNN, where a classifier is applied to a sparse set of candidate object locations. In contrast, one-stage detectors that are applied over a regular, dense sampling of possible object…
Singular science
“N of 1” studies aim to answer medical questions one person at a time
https://www.analyticbridge.datasciencecentral.com/profiles/blogs/three-classes-of-metrics-centrality-volatility-and-bumpiness?fbclid=IwAR0iM…
The BLAKE3 cryptographic hash function
the official Rust and C implementations of the BLAKE3 cryptographic hash function - BLAKE3-team/BLAKE3
An Introductory Guide to NLP for Data Scientists with 7 Common Techniques
Data Scientists work with tons of data, and many times that data includes natural language text. This guide reviews 7 common techniques with code examples to introduce you the essentials of NLP, so you can begin performing analysis and building models from textual data.
10 Python Tips and Tricks You Should Learn Today - KDnuggets
Check out this collection of 10 Python snippets that can be taken as a reference for your daily work.
Overcoming Bias : How Bees Argue
The book Honeybee Democracy, published in 2010, has been sitting on my shelf for many years.
Building a BitTorrent client from the ground up in Go | Jesse Li
What is the complete path between visiting thepiratebay and sublimating an mp3 file from thin air? In this post, we'll implement enough of the BitTorrent protocol to download Debian. Look at the [Source code](https://github.com/veggiedefender/torrent-client/) or skip to the…
An elegy for cash: the technology we might never replace
Cash is gradually dying out. Will we ever have a digital alternative that offers the same mix of convenience and freedom?
Martin Heinz - Personal Website & Blog
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...
Bash-my-AWS
Bash-my-AWS is a simple but powerful set of CLI commands for managing resources on Amazon Web Services.
A Guide to the Most Common Fabric Patterns Used in Interior Design
From chevron to polka dots and beyond.
How to Get the Size of a File or Directory in Linux
When you use the du command in Linux, it gives you the amount of disk space used by a file or directory, as well as its true size. Yes, these are different, and we'll explain why.
kornia/kornia: Open Source Differentiable Computer Vision Library for PyTor
Geometric Computer Vision Library for Spatial AI.
A neural net solves the three-body problem 100 million times faster
Machine learning provides an entirely new way to tackle one of the classic problems of applied mathematics.
Jellyfin
The volunteer-built media solution that puts you in control of your media. Stream to any device from your own server, with no strings attached.
After 36 years as a paid product, the Micro-Cap Circuit Simulator is now fr
Broot
Broot, a tree oriented file manager
Understanding Bash: Elements of Programming | Linux Journal
TinyPNG – Your account dashboard
Go 101 -Go 101
Golang online books, articles, tools, etc.