Stars
📚 Freely available programming books
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The definitive list that answers "I want to do X in Python, which tool should I use?"
A curated list of awesome Machine Learning frameworks, libraries and software.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
scikit-learn: machine learning in Python
A collection of learning resources for curious software engineers
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DSPy: The framework for programming—not prompting—language models
A toolkit for developing and comparing reinforcement learning algorithms.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Code for the paper "Language Models are Unsupervised Multitask Learners"
Data Apps & Dashboards for Python. No JavaScript Required.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI
An extremely fast Python type checker and language server, written in Rust.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Ongoing research training transformer models at scale
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Jupyter metapackage for installation and documentation
A very simple framework for state-of-the-art Natural Language Processing (NLP)