Awesome Python packages

The Most Popular Python packages

Page 2

• Sentry

  9.8 10.0 L3 Logging

  Developer-first error tracking and performance monitoring
  

• NumPy

  9.8 10.0 L1 Science and Data Analysis

  The fundamental package for scientific computing with Python.
  

• xgboost

  9.8 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
  

• sqlmap

  9.8 8.7 Penetration Testing

  Automatic SQL injection and database takeover tool
  

• Docker Compose

  9.8 9.6 L4 DevOps Tools

  Define and run multi-container applications with Docker
  

• pyenv

  9.7 8.9 Environment Management

  Simple Python version management
  

• Ray

  9.7 10.0 Concurrency and Parallelism

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
  

• black

  9.7 9.4 Code Analysis Code Formatters

  The uncompromising Python code formatter
  

• django-rest-framework

  9.7 8.7 L3 RESTful API Django

  Web APIs for Django. 🎸
  

• diagrams

  9.7 6.3 Data Visualization

  :art: Diagram as Code for prototyping cloud system architectures

• letsencrypt

  9.7 8.9 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.
  

• httpie

  9.7 7.0 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.
  

• spaCy

  9.7 9.3 Natural Language Processing

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

• MXNet

  9.7 4.1 L1 Deep Learning

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

• matplotlib

  9.7 10.0 L3 Data Visualization

  matplotlib: plotting with Python
  

• PythonRobotics

  9.7 8.9 Robotics

  Python sample codes for robotics algorithms.

• Cocos2d

  9.7 2.5 L1 Game Development

  Cocos2d-x is a suite of open-source, cross-platform, game-development tools utilized by millions of developers across the globe. Its core has evolved to serve as the foundation for Cocos Creator 1.x & 2.x.
  

• Tornado

  9.7 7.8 L2 Web Frameworks

  Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
  

• redash

  9.6 9.5 L4 Data Visualization

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

• MicroPython

  9.6 9.8 L3 Implementations

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

• 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）
  

• Poetry

  9.6 9.6 Environment Management

  Python packaging and dependency management made easy
  

• lightning

  9.6 9.9 Deep Learning

  Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
  

• celery

  9.6 9.5 L3 Distributed Task Queue

  Distributed Task Queue (development branch)
  

• YouCompleteMe

  9.6 7.7 L5 Editor Plugins Vim

  A code-completion engine for Vim
  

• Saleor

  9.6 9.8 L5 E-commerce

  Saleor Core: the high performance, composable, headless commerce API.
  

• locust

  9.6 9.8 L3 Testing GUI / Web Testing

  Write scalable load tests in plain Python 🚗💨
  

• tqdm

  9.6 7.3 Command-line Interface Development Terminal Rendering

  :zap: A Fast, Extensible Progress Bar for Python and CLI
  

• Python Fire

  9.6 6.8 Command-line Tools Command-line Application Development

  Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
  

• CNTK

  9.6 0.0 L1 Machine Learning

  Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
  

* 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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