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albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

amdgpu_top

Tool to display AMDGPU usage

ansible

Kick-start quick setup

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

baseimage-docker

A minimal Ubuntu base image modified for Docker-friendliness

book

The Rust Programming Language

bootstrap

Bootstrap a new Ubuntu or Mac

causality

causallib

A Python package for modular causal inference analysis and model evaluations

causalml

Uplift modeling and causal inference with machine learning algorithms

coding-interview-university

A complete computer science study plan to become a software engineer.

configuration

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

d2l-en

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

deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

dlrm

An implementation of a deep learning recommendation model (DLRM)

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

doublyrobustopefordeterministicpolicies

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

examples

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

faiss

A library for efficient similarity search and clustering of dense vectors.

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

fastbook

Draft of the fastai book

first-contributions

🚀✨ Help beginners to contribute to open source projects

getting-started

Guide to getting started in MSG with python, travis, sphinx, github and general scientific computing.