An Open Source Machine Learning Framework for Everyone

Curated coding interview preparation materials for busy software engineers

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Robust Speech Recognition via Large-Scale Weak Supervision

Models and examples built with TensorFlow

Deep Learning for humans

Git Source Code Mirror - This is a publish-only repository but pull requests can be turned into patches to the mailing list via GitGitGadget (https://gitgitgadget.github.io/). Please follow Documen…

Apache Spark - A unified analytics engine for large-scale data processing

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Style guides for Google-originated open-source projects

A toolkit for developing and comparing reinforcement learning algorithms.

Caffe: a fast open framework for deep learning.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Questions to ask the company during your interview

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A generative world for general-purpose robotics & embodied AI learning.

Convolutional Neural Networks

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Vundle, the plug-in manager for Vim

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Daemon to ban hosts that cause multiple authentication errors

Data and code behind the articles and graphics at FiveThirtyEight

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

A technical report on convolution arithmetic in the context of deep learning

Python Implementation of Reinforcement Learning: An Introduction

Scala 2 compiler and standard library. Scala 2 bugs at https://github.com/scala/bug; Scala 3 at https://github.com/scala/scala3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

Multi-Joint dynamics with Contact. A general purpose physics simulator.

Solve puzzles. Learn CUDA.