Benchmark multiple object trackers (MOT) in Python

Mortgage calculator

Expansion of the itertools module

Implementation of time.monotonic() for Python 2 & < 3.3

MongoEngine is a Python Object-Document Mapper for working with MongoDB

MongoDB-backed Python dict-like interface

Collection on molecule plugins

Aids in the development and testing of Ansible roles

Python library for Hawk HTTP authorization

Python scrapper to access ModDB mods, games and more as objects

Simulate a MongoDB server

Spying framework

Simple mock filesystem for use in unit tests

Socket mock framework for all kinds of sockets including web-clients

Better mock for file I/O

Rolling backport of unittest.mock for all Pythons

Library for unpacking unencrypted mobi files

Python utilities to download and parse the MNIST dataset

Media Meta Data retrieval framework

Run LLMs with MLX

Machine Learning, Randomized Optimization and SEarch

Python hooks for Intel(R) Math Kernel Library runtime control settings

Brings PlantUML to MkDocs

MkDocs plugin for including mermaid graphs in markdown sources

MkDocs plugin and extension to create mindmaps from markdown using markmap

Configurable Python markdown extension for graphviz and Mkdocs

Extra command for MkDocs that infers required PyPI packages from `plugins` in mkdocs.yml

Embedding files of Diagrams.net (Draw.io) into MkDocs

Plugin for adding backlinks to mkdocs

Sane Markdown parser with useful plugins and renderers

Simple APIs to access any Amazon S3 compatible object storage server

Minimalistic mocking library

Minimal, standalone OpenEXR reader for single-part, uncompressed scan line files

Model evaluation for Machine Learning pipelines

Opinionated Batteries-Included Python 3 CLI Framework

Python toolbox for building complex digital hardware

MIDI Objects for Python

Pure python library for creating multi-track MIDI files

Tool for detecting and masking secrets

Python tools for creating Merkle trees, generating Merkle proofs, and verification of Merkle proofs

Python implementation of 3-way merge

Module for monitoring memory usage of a process

High performance asynchronous Python WSGI Web Server

Stateful programmatic web browsing in Python

Python wrapper for mecab: Morphological Analysis engine

Use and manipulate unit-aware measurement objects in Python

Mean Average Precision for Object Detection

Set of basic tools that can help to create Markdown files

Collection of core plugins for markdown-it-py

McCabe checker, plugin for flake8

Library for decoding multi-byte character strings

3D visualization of scientific data in Python

Datetimes for Humans

Reader for the MaxMind DB format

eQ-3/ELV MAX! Cube Python API

Python Mattermost Driver

Matplotlib Inline Back-end for IPython and Jupyter

Python port of material_color_utilities used for Material You colors

Library for pattern matching on symbolic expressions

Library to remotely dump domain credentials

Serialization library on top of dataclasses

SQLAlchemy integration with marshmallow

Extension to Marshmallow to allow for polymorphic fields

Marshmallow library extension that allows schema (de)multiplexing

Implements a XML/HTML/XHTML Markup safe string

Markdown parser with high extensibility

Markdown parser in Python

Render inline graphs with Markdown and Graphviz

Extension to Python-Markdown which provides an include function

Static memory-efficient Trie-like structures for Python based on marisa-trie C++ library

MariaDB Connector/Python

Mapbox-earcut fast triangulation of 2D-polygons

Documentation builder

Debugging manhole for Python applications

Optical character recognition for Japanese text, with the main focus being Japanese manga

Convert Word documents (.docx files) to HTML

Linear-Time Sequence Modeling with Selective State Spaces

Parser for the lightweight Ducktype syntax for Mallard

Super-fast templating language

CLI client and Python API library for the MailChimp email platform

Patched mailcap module that conforms to RFC 1524

Python wrapper around libmagic

LZ4 Bindings for Python

Pythonic binding for the libxml2 and libxslt libraries

Python package that helps you build complex pipelines of batch jobs

Logging utilities

Parses log files, generates metrics for Graphite and Ganglia

Logilab-database provides some classes to make unified access to different

Python packages and modules used by Logilab

Logging replacement for Python

Platform-independent advisory file locking capability for Python applications

Simple DNS library for managing zone files

Extensions for LocalStack

Lightweight Python client for LocalStack

Isolated import of Python modules

Plugin management system for Python

Universal Python binding for the LMDB 'Lightning' Database

Enforce the output format (JSON Schema, Regex etc) of a language model

Lightweight LLVM python binding for writing JIT compilers

LlamaIndex Embeddings Integration for Google GenAI