anuroopsriram

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

cs-video-courses

List of Computer Science courses with video lectures.

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

OpenHands

🙌 OpenHands: Code Less, Make More

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

ml-engineering

Machine Learning Engineering Open Book

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

pedalboard

🎛 🔊 A Python library for audio.

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

Liger-Kernel

Efficient Triton Kernels for LLM Training

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

fairscale

PyTorch extensions for high performance and large scale training.

nlp_tasks

Natural Language Processing Tasks and References

awesome-papers

Papers & presentation materials from Hugging Face's internal science day

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

resource-stream

GPU programming related news and material links

DeepRLHacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

probtorch

Probabilistic Torch is library for deep generative models that extends PyTorch

fairchem

FAIR Chemistry's library of machine learning methods for chemistry

python-package-template

A template repo for Python packages

Azimuth

Machine Learning-Based Predictive Modelling of CRISPR/Cas9 guide efficiency

CovidPrognosis

COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations

sfig

SVG/Javascript-based library for creating presentations/figures

anuroopsriram.github.io