Stars
😎 Awesome lists about all kinds of interesting topics
FastAPI framework, high performance, easy to learn, fast to code, ready for production
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
An extremely fast Python linter and code formatter, written in Rust.
A collection of design patterns/idioms in Python
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Extremely fast Query Engine for DataFrames, written in Rust
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
⚡ A Fast, Extensible Progress Bar for Python and CLI
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
A playbook for systematically maximizing the performance of deep learning models.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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 ;)
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Container runtimes on macOS (and Linux) with minimal setup
Data validation using Python type hints
Documentation that simply works
A game theoretic approach to explain the output of any machine learning model.
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…
A curated list of awesome places to learn and/or practice algorithms.
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
📦🚀 Fully automated version management and package publishing
Open standard for machine learning interoperability