Starred repositories
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has …
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
PyTorch implementation of normalizing flow models
A python/pytorch package for invertible neural networks
High-performance sensitivity analysis for large ordinary differential equation models
A highly efficient implementation of Gaussian Processes in PyTorch
Deep universal probabilistic programming with Python and PyTorch
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
Static site generator that supports Markdown and reST syntax. Powered by Python.
A static website compiler library in Haskell
Statsmodels: statistical modeling and econometrics in Python
Python packaging and dependency management made easy
A curated list of awesome Jupyter projects, libraries and resources
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.