The Big Bad NLP Database: Access Nearly 300 Datasets

Check out this database of nearly 300 freely-accessible NLP datasets, curated from around the internet.

Advanced usage of Python requests: timeouts, retries, hooks

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

The Great CEO Within

If you’re looking for a primer on many of the responsibilities of being a startup CEO, read The Great CEO Within. Matt Mochary wrote the book. He founded a company which he sold to MCI and now coaches startup CEOs, amongst other philanthropic efforts. The best part of this book…

Gandalf: an intelligent, end-to-end analytics service for safe deployment i

QR Matrix Factorization

Least Squares and Computation (with R and C++)

The Mechanics of Attention Mechanism

TLDR: This is basically about converting the original attention paper by Yoshua Bengio’s group to flowcharts. Check the last diagram…

Convex Hull: An Innovative Approach to Gift-Wrap your Data

How to Leverage Data Visualization with Wrapping Algorithm

From PyTorch to PyTorch Lightning — A gentle introduction

This post walks through a side-by-side comparison of MNIST implemented using both PyTorch and PyTorch Lightning.

Beating the baseline recommender using Graph and NLP techniques in PyTorch

A Crash Course in Game Theory for Machine Learning: Classic and New Ideas

Building a strong baseline recommender using PyTorch, on a regular laptop

Introducing fastpages: An easy to use blogging platform with extra features

This article introduces the easy to use blogging platform fastpages. fastpages relies on Github pages for hosting, and Github Actions to automate the creation of your blog, and contains extra features for Jupyter Notebooks.

Exploring the fundamentals of multi-armed bandits

Multi-armed bandits are a simple but very powerful framework for algorithms that make decisions over time under uncertainty. “Introduction to Multi-Armed Bandits” by Alex Slivkins provides an accessible, textbook-like treatment of the subject.

Login Form Using Semantic-UI

55K subscribers in the angularjs community. A community for the awesome MVC JS framework.

Build a real-time chat app using Socket.io and Angular.JS

55K subscribers in the angularjs community. A community for the awesome MVC JS framework.

Deep Learning Algorithms - The Complete Guide | AI Summer

All the essential Deep Learning Algorithms you need to know including models used in Computer Vision and Natural Language Processing

How to brainstorm great business ideas

It's been said that ideas don't matter, and that only execution does. I wholeheartedly disagree. You need both to succeed, but you can only get so good...

Musicians Algorithmically Generate Every Possible Melody, Release Them To P

Two programmer-musicians wrote every possible MIDI melody in existence to a hard drive, copyrighted the whole thing, and then released it all to the public in an attempt to stop musicians from getting sued. From a report: Programmer, musician, and copyright attorney Damien…

Dissecting The Transformer

We saw how attention works and how it improved neural machine translation systems (see the previous blogpost), we are going to unveil the secrets behind the power of the most famous NLP models nowadays (a.k.a BERT and friends), the transformer. In this second part, we are going…

Decoding NLP Attention Mechanisms

Arguably more famous today than Michael Bay’s Transformers, the transformer architecture and transformer-based models have been breaking all kinds of state-of-the-art records. They are (rightfully) getting the attention of a big portion of the deep learning community and…

MIT Technology Review on LinkedIn: A little-known AI method can train on your health data without threatening…

This little-known method could very well be the answer to the greatest obstacle facing artificial intelligence's adoption in health care. (from March)

Roam Research – A note taking tool for networked thought.

As easy to use as a word document or bulleted list, and as powerful for finding, collecting, and connecting related ideas as a graph database. Collaborate with others in real time, or store all your data locally.

How to Increase Slew Rate in Op Amps

Learn how to get faster composite op-amp dynamics by raising the slew rate.

A gentle introduction to Hamming codes

A gentle introduction to Hamming codes, error correcting binary codes whose words are all a Hamming distance of at least 3 apart.

Understanding Ruby's block/proc parsing

In Ruby, methods can take a single block as an argument, which can be specified explicitly in the met...

100x faster Hyperparameter Search Framework with Pyspark

This post is about setting up a hyperparameter tuning framework for Data Science using scikit-learn/xgboost/lightgbm and pySpark

Tips, Tricks, Hacks, and Magic: How to Effortlessly Optimize Your Jupyter N

An introduction to time series forecasting 

DataRobot MLOps is helping to increase AI value by automating the deployment, optimization, and governance of machine learning applications.

How to Develop an Imbalanced Classification Model to Detect Oil Spills

Many imbalanced classification tasks require a skillful model that predicts a crisp class label, where both classes are equally important. An example of an imbalanced classification problem where a class label is required and both classes are equally important is the detection…

Let’s Build a Simple Interpreter. Part 18: Executing Procedure Calls

Do the best you can until you know better. Then when you know better, do better. ― Maya Angelou

How to Quit Using a Barbell Pad for Squats

At most gyms, there’s a cylindrical pad on the floor somewhere near the squat rack. (If it’s not there, check the Smith machine.) When I first started squatting, I needed that pad on the bar—or thought I did. How else would I protect my bony neck? But the truth is, you don’t…

A better adaptive Runge-Kutta method

The Dormand-Prince algorithm is similar to the popular RKF45 adaptive Runge-Kutta method but produces more precision relative to the amount of computation.

Introducing the Periodic Table of Digital Commerce Marketing

Packing an astonishing amount of information into an easy-to-digest visual, it's well worth the download.

Why Is Imbalanced Classification Difficult?

Imbalanced classification is primarily challenging as a predictive modeling task because of the severely skewed class distribution. This is the cause for poor performance with traditional machine learning models and evaluation metrics that assume a balanced class distribution…

Fail productively… how to turn yourself into a super-learner

Whether you’re taking up the oboe or finessing your Finnish, scientific research offers tips to aid learning

fastai/fastpages: An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

An easy to use blogging platform, with enhanced support for Jupyter Notebooks. - fastai/fastpages

Why prediction markets are bad at predicting who’ll be president

Betting markets show Bloomberg as a leading candidate. Really?

Easy Image Dataset Augmentation with TensorFlow - KDnuggets

What can we do when we don't have a substantial amount of varied training data? This is a quick intro to using data augmentation in TensorFlow to perform in-memory image transformations during model training to help overcome this data impediment.

Learning to See Transparent Objects

Posted by Shreeyak Sajjan, Research Engineer, Synthesis AI and Andy Zeng, Research Scientist, Robotics at Google Optical 3D range sensors, like R...

Growing Neural Cellular Automata

Training an end-to-end differentiable, self-organising cellular automata model of morphogenesis, able to both grow and regenerate specific patterns.

The Behavioral Economics Diet: The Science of Killing a Bad Habit

What really motivates you more, the promise of a reward if you succeed or a debt if you don’t?

Docker Images: Part I – Reducing Image Size

Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.

fasterthanli.me

amos loves to tinker

6 Simple CTA Button Styles With Hover Effects For Your Website

Here are seven cool and simple CSS button styles examples for you to try on your WordPress website.

PyTorch internals

Dask — Dask 2.11.0 7.gc99a4402 documentation

Refracted Floating Text Effect

Over 150 of the Best Machine Learning, NLP, and Python Tutorials I’ve Found

By popular demand, I’ve updated this article with the latest tutorials from the past 12 months. Check it out here

fastai/README.md at master · fastai/fastai

The fastai deep learning library.

ctgk/PRML: PRML algorithms implemented in Python

PRML algorithms implemented in Python.