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Pythonic interface to the CUDA runtime

one-stop solution for locating CUDA components

Rectified L1 logistic regression with CUTLASS critical range encoding

Domain-specific language for modeling convex optimization problems in Python

Python client library for CoreWeave Sandbox

Cython wrapper around htslib built for fast parsing of Variant Call Format (VCF) files

Distributed dataframes for multimodal data

Minimal task scheduling abstraction

Generalized Linear Models with Dask

Distributed image processing

Deploy Dask on job schedulers like PBS, SLURM, and SGE

Scalable Machine Learn with Dask

Databricks SDK for Python

Efficient expert-parallel communication library

Clean and efficient FP8 GEMM kernels with fine-grained scaling

Set of disposable email domains

Reference implementation and backport of background workers and tasks in Django

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo

Python bindings for the docker credentials store API

DocLang spec and reference toolkit

Modular version of the Docling package

Framework for simple dataclass-based configurations based on Pyrallis

Modular framework for neural networks with Euclidean symmetry

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows

Deep-Learning framework for Engineering AI

Python dataclasses for the Envoy Data-Plane-API

JAX library based around a simple idea: represent parameterised functions (such as neural networks) as PyTrees

Evolution Strategies in JAX

On-device AI across mobile, embedded and edge for PyTorch

Various tools to run scientific computer experiments

Allows for providing notifications on import to all Farama Packages

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth

FastAPI pagination

Fast excel file reader for Python, written in Rust

Fast, Pythonic way to build MCP servers and clients

Dependency-slim FastMCP package

Main building block of data pipelines in fastai

Find pyspark to make it importable

Python interface to FINUFFT

Official implementation of FlashAttention-3

Efficient Multi-head Latent Attention Kernels

Rust library used internally by flax

FastText + Bloom embeddings for compact, full-coverage vectors with spaCy

Distributions, bijections and normalizing flows using Equinox and JAX

Normalizing-flow enhanced sampling package for probabilistic inference in Jax

XRootD implementation for fsspec

Functional tensors for probabilistic programming

Python bindings for ggml

Generalist and Lightweight Model for Named Entity Recognition

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

Small Python library created to help developers protect their applications from Server Side Request Forgery (SSRF) attacks

Guidance language for controlling large language models

Toolkit for developing and comparing your reinforcement learning agents

Standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

Select additional dependencies for pyproject.toml from the environment

Hatchling build plugin for Sphinx documentation

Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate

Extension of the Hugging Face CLI for interacting with Gradio Spaces and Apps

High speed download python library

Xet client tech, used in huggingface_hub

Client for connecting and running DDLs on hive metastore

Small compatibility package for PyTorch higher-order operators

Extensions to YAML syntax for better python interaction

REST and WebSocket client library for Interactive Brokers Client Portal Web API

Python implementation of in-toto attestations

Place to exercise inference methods to help make them faster, leaner and more robust

Jumpy is a common backend for NumPy and optionally JAX

Make print-debugging great again

Type annotations and runtime checking for JAX arrays and PyTrees

Simple and fast python package to evaluate an automatic speech recognition system

Provides an abstract base class and utilities for defining trivially JSONable python objects

Common utilities for jupyter-contrib projects

Jupyter notebook extension that enables highlighting every instance of the current word in the notebook

Jupyter notebook serverextension providing config interfaces for nbextensions