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abstract : This article comes from Mybridge, Introduced the past year 30 Amazing Python Open source project . Click on each of them in the GitHub See more details on . Here is the translation .

In the past year ,Mybridge AI Compared with 15000 Open source Python project , Before you choose 30 name ( The probability is 0.2%).

This is a very competitive list , Well chosen 2017 year 1 Monthly arrival 12 Best open source released between months Python library , Tools and Applications .Mybridge AI
By considering popularity , Indicators such as participation and freshness are used to assess the quality of these projects . These projects are Github The average number of stars on board is 3,707 individual .

* Machine learning project of the year ( The average number of stars is 3,558): here <https://goo.gl/sqdPgW>(0 copy )
Open source projects can be great for programmers . By reading the source code and building something on top of an existing project . It's time to play what you might have missed in the past year Python Project !

< Recommended reading >

A) beginner <http://bit.ly/2Dci974>

Python Bible : structure 11 Projects from beginners to professionals <http://bit.ly/2Dci974>

[27,672 Recommendations ,4.7 / 5 Star ]

B) Data Science <http://bit.ly/2Eso3R0>

Python Data science and machine learning training camp : use NumPy,Pandas,Seaborn,Matplotlib,Plotly

[90,212 Recommendations ,4.6 / 5 Star ]

( Click on the number below , Rating the biggest contributors )

Python List of open source projects

the first

Family Assistant (v0.6+): Open source home automation platform
stay Python 3 Run on [Github upper 11357 Stars ]. from Paulus Schoutsen provide <https://medium.com/@balloob>

proxime accessit

Pytorch: strong GPU accelerate Python In Tensor And dynamic neural network [Github upper 11019 Stars ]. from Adam Paszke
and pytorch Provided by other team members


Grumpy: One Python Decompile and run source code [Github upper 8367 Stars ]. from Dylan Trotter and Google Provided by other members of

Fourth place

Sanic: asynchronous Python3.5+Web Server acceleration [Github upper 8028 Stars ]. from Channel Cat and Eli Uriegas
<https://medium.com/@seemethere> provide

Fifth place

Python—fire: From any Python Automatically generate command line interface in object (CLIs) Library of [Github upper 7775 Stars ]. from David
Bieber And from Google Brain(Google
Brain yes Google Internal framework for training large-scale deep neural network , It provides users with convenient API) Provided by other members of

Sixth place

spaCy(v2.0): use Python and Cython Natural language processing for industrial strength (NLP)[Github upper 7663 Stars ]. from Matthew Honnibal
<https://medium.com/@honnibal> provide

Seventh place

Pipenv: Human Python Development workflow [Github upper 7273 Stars ]. from Kenneth Reitz
<https://medium.com/@kennethreitz_57121> provide

Eighth place

MicroPython: Simple and efficient Python Implementation of micro control and constraint system [Github upper 5728 Stars ]

Ninth place

Prophet: A high quality forecasting tool for generating multi seasonal time series data with linear or nonlinear growth [Github upper 4369 Stars ]. from Facebook provide

10th place

SerpentAI: use Python Game agent framework . Help create Ais/Bots, Can play any game [Github upper 3411 Stars ]. from Nicholas Brochu
<https://medium.com/@nbrochu> provide

11th place

Dash: Use pure Python Written interactive , Real time responsive Web application program [Github upper 3281 Stars ]. from Chris P
<https://medium.com/@chriddyp> provide

12th place

InstaPy:Instagram Bot. Like/Comment/Follow Automation script .[Github upper 3179 Stars ]. from TImG
<https://medium.com/@TimGrossmann> provide

13th place

Apistar: A fast and expressive API frame . be used for Python**[Github upper 3024 Stars ]**. from Tom Christie
<https://medium.com/@_tomchristie> provide

14th place

Faiss: Effective similarity search and the library of dense vector cluster [Github upper 2717 Stars ]. from Matthijs Douze And from Facebook research institute
<https://medium.com/@FBResearch> Provided by other members of

15th place

MechanicalSoup: An automatic interactive Python library [Github upper 2244 Stars ].

16th place <>

Better-exceptions: use Python Written to automatically handle beautiful and useful exceptions [Github upper 2121 Stars ]. from Qix
<https://medium.com/@qix> provide

17th place

Flashtext: Extract keywords from sentences or replace keywords in sentences [Github upper 2019 Stars ]. from Vikash Singh
<https://medium.com/@vi3k6i5> provide

18th place

Maya: use Python Date and time of human realization [Github upper 1828 Stars ]. from Kenneth Reitz
<https://medium.com/@kennethreitz_57121> provide

19th place

Mimesis (v1.0):Python library , Help to generate simulation data in different languages for different purposes . This data is particularly useful at different stages of software development and testing
[Github upper 1732 Stars ]. from Líkið Geimfari <https://medium.com/@likid.geimfari> provide

20th place

Open paperless : scanning , Index and archive all paper documents . A document management system [Github upper 1717 Stars ]. from Tina Zhou
<https://medium.com/@littlezhoubear> provide

21st place

Fsociety: Hacker Kit . Penetration testing framework [Github upper 1585 Stars ]. from Manis Manisso
<https://medium.com/@manismanisso> provide

22nd place

LivePython: Real time visual tracking Python code [Github upper 1577 Stars ]. from Anastasis Germanidis
<https://medium.com/@anastasis> provide

23rd place

Hatch: be used for Python Modern projects of , Package and Virtual Environment Manager [Github upper 1537 Stars ]. from Ofek Lev
<https://medium.com/@ofek> provide

24th place

Tangent: Use pure Python Implement the source to source debuggable derivative [Github upper 1433 Stars ]. from Alex Wiltschko And from Google Brain Provided by other members

25th place

Clairvoyant: To identify and monitor the historical clues of short-term stock trend Python program [Github upper 1159 Stars ]. from Anthony Federico
<https://medium.com/@anfederico> provide

26th place

MonkeyType:Python A system that generates static type annotations by collecting runtime types [Github upper 1143 Stars ]. from Instagram Engineering Group
<https://medium.com/@InstagramEng> Of Carl Meyer <https://medium.com/@carlmeyer> provide

27th place

Eel: A small one Python library , For making simple electronics HTML / js GUI application program [Github upper 1137 Stars ].

28th place

Surprise v1.0: Establish and analyze the Python scikit**[Github upper 1103 Stars ]**.

29th place

Gain: Get everyone's Web Crawling frame [Github upper 1009 Stars ]. From Gao Jiuli <https://medium.com/@gaojiuli> provide

30th place

PDFTabExtract: A group from PDF Tools for extracting tables from files , It is helpful for data mining of scanned documents [Github upper 722 Stars ].

This is it. Python2017 Annual open source project . You can Mybridge website <http://mybridge.co/skills/python>
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