Awesome Python packages

The Most Popular Python packages

Page 2

• Ray

  9.8 10.0 Concurrency and Parallelism

  Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
  ray-project logo

• mem0

  9.8 9.8 Text Processing

  Universal memory layer for AI Agents
  mem0ai logo

• CrewAI

  9.8 9.8 Natural Language Processing

  Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
  crewAIInc logo

• Selenium

  9.8 9.9 L2 Testing GUI / Web Testing

  A browser automation framework and ecosystem.
  SeleniumHQ logo

• Sentry

  9.8 10.0 L3 Logging

  Developer-first error tracking and performance monitoring
  getsentry logo

• Apache Superset

  9.8 9.9 L2 Data Visualization

  DISCONTINUED. Apache Superset is a Data Visualization and Data Exploration Platform [Moved to: https://github.com/apache/superset]
  apache logo

• Welcome to Streamlit 👋

  9.8 9.9 GUI

  Streamlit — A faster way to build and share data apps.
  streamlit logo

• sqlmap

  9.7 9.4 Penetration Testing

  Automatic SQL injection and database takeover tool
  sqlmapproject logo

• Jieba

  9.8 0.0 L5 Natural Language Processing

  结巴中文分词
  fxsjy logo

• MindsDB

  9.7 9.9 Machine Learning

  Federated Query Engine for AI - The only MCP Server you'll ever need
  mindsdb logo

• pyenv

  9.7 9.3 Environment Management

  Simple Python version management
  pyenv logo

• Docker Compose

  9.7 9.8 L4 DevOps Tools

  Define and run multi-container applications with Docker
  docker logo

• Ruff

  9.7 10.0 Code Analysis and Linter Linter

  An extremely fast Python linter and code formatter, written in Rust.
  astral-sh logo

• diagrams

  9.7 7.7 Data Visualization

  :art: Diagram as Code for prototyping cloud system architectures
  mingrammer logo

• xgboost

  9.7 9.6 L1 Machine Learning

  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
  dmlc logo

• black

  9.7 9.2 Code Analysis Code Formatters

  The uncompromising Python code formatter
  psf logo

• django-rest-framework

  9.7 8.9 L3 RESTful API Django

  Web APIs for Django. 🎸
  encode logo

• httpie

  9.7 6.6 L3 Command-line Tools Productivity Tools

  🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
  httpie logo

• spaCy

  9.7 8.4 Natural Language Processing

  💫 Industrial-strength Natural Language Processing (NLP) in Python
  explosion logo

• PythonRobotics

  9.7 8.9 Robotics

  Python sample codes and textbook for robotics algorithms.
  AtsushiSakai logo

• letsencrypt

  9.7 9.4 L4 DevOps Tools

  Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
  certbot logo

• MicroPython

  9.6 9.9 L3 Implementations

  MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
  micropython logo

• matplotlib

  9.6 9.9 L3 Data Visualization

  matplotlib: plotting with Python
  matplotlib logo

• Poetry

  9.6 9.2 Environment Management

  Python packaging and dependency management made easy
  python-poetry logo

• celery

  9.6 9.5 L3 Distributed Task Queue

  Distributed Task Queue (development branch)
  celery logo

• redash

  9.6 8.7 L4 Data Visualization

  Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
  getredash logo

• lightning

  9.6 9.9 Deep Learning

  Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
  Lightning-AI logo

• MXNet

  9.7 4.1 L1 Deep Learning

  DISCONTINUED. Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
  apache logo

• PaddlePaddle

  9.6 10.0 L1 Machine Learning

  PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
  PaddlePaddle logo

• dspy

  9.6 9.8 Machine Learning

  DSPy: The framework for programming—not prompting—language models
  stanfordnlp logo

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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