Top 30 Amazing Python Projects on Github
For the past year, we’ve compared nearly 15,000 open source Python projects to pick Top 30 (0.2% chance).
This is an extremely competitive list and it carefully picks the best open source Python libraries, tools and programs published between January and December 2017. Mybridge AI evaluates the quality by considering popularity, engagement and recency. To give you an idea about the quality, the average number of Github stars is 3,707.
Machine Learning Projects of the Year (avg. 3,558 ⭐️): Here (0 duplicate)
Python Top Articles of the Year: Here (0 duplicate)
Open source projects can be useful for programmers. You can learn by reading the source code and build something on top of the existing projects. Give a plenty of time to play around with Python projects you may have missed for the past year.
No 1 Home-assistant (v0.6+): Open-source home automation platform running on Python 3
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No 2 Pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration
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No 3 Grumpy: A Python to Go source code transcompiler and runtime.
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No 4 Sanic: Async Python 3.5+ web server that’s written to go fast
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No 5 Python-fire: A library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
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No 6 spaCy (v2.0): Industrial-strength Natural Language Processing (NLP) with Python and Cython
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No 7 Pipenv: Python Development Workflow for Humans
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No 8 MicroPython: A lean and efficient Python implementation for microcontrollers and constrained systems
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No 9 Prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth
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No 10 SerpentAI: Game Agent Framework in Python. Helping you create AIs / Bots to play any game
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No 11 Dash: Interactive, reactive web apps in pure python
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No 12 InstaPy: Instagram Bot. Like/Comment/Follow Automation Script.
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No 13 Apistar: A fast and expressive API framework. For Python
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No 14 Faiss: A library for efficient similarity search and clustering of dense vectors
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No 15 MechanicalSoup: A Python library for automating interaction with websites
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No 16 Better-exceptions: Pretty and useful exceptions in Python, automatically
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No 17 Flashtext: Extract Keywords from sentence or Replace keywords in sentences
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No 18 Maya: Datetime for Humans in Python
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No 19 Mimesis (v1.0): Python library, which helps generate mock data in different languages for various purposes. These data can be especially useful at various stages of software development and testing
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No 20 Open-paperless: Scan, index, and archive all of your paper documents. A document management system.
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No 21 Fsociety: Hacking Tools Pack. A Penetration Testing Framework.
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No 22 LivePython: Visually trace Python code in real-time
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No 23 Hatch: A modern project, package, and virtual env manager for Python
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No 24 Tangent: Source-to-Source Debuggable Derivatives in Pure Python
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No 25 Clairvoyant: A Python program that identifies and monitors historical cues for short term stock movement
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No 26 MonkeyType: A system for Python that generates static type annotations by collecting runtime types.
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No 27 Eel: A little Python library for making simple Electron-like HTML/JS GUI apps
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No 28 Surprise v1.0: A Python scikit for building and analyzing recommender systems
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No 29 Gain: Web crawling framework for everyone.
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No 30 PDFTabExtract: A set of tools for extracting tables from PDF files helping to do data mining on scanned documents.
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