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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

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

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

Python library to access Kaggle resources

Bindings to access Kaggle endpoints

KServe Storage Handler. This module is responsible to download the models from the provided source

Python asynchronous client library for Kubernetes http://kubernetes.io

Open specification on top of the storage-based Lance table and file format to standardize access to a collection of Lance tables

Lance namespace OpenAPI specification

Python interface to a collection of GPU hydrodynamic mobility solvers

Python wrapper for libuuu

Lightweight PyTorch wrapper for machine learning researchers

Common Python utilities and GitHub Actions in Lightning Ecosystem

Linear solvers in JAX and Equinox

Super-fast Structured Outputs

Run models distributed as GGUF files using LLM

LM Studio Python SDK

Wrapper for logging

Robust and reusable Executor for joblib

Fast and accurate machine learning interatomic potentials with higher order equivariant message passing

Sixel graphics backend for matplotlib

Materials science with Python at the atomic-scale

mdformat plugin to format YAML, TOML, or JSON front matter

Linter that tracks reference to deprecated functions

MLX native implementations of state-of-the-art generative image models

Run pytest against markdown files/docstrings

High-level format for machine learning datasets that brings together four rich layers

Inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX

Standardized Python framework for seamless integration between ML frameworks (TensorRT-LLM, vLLM) and Amazon SageMaker hosting

Supply chain security for ML