original text :medium
<https://medium.mybridge.co/30-amazing-python-projects-for-the-past-year-v-2018-9c310b04cdb3>
translate : Let me fly

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
<http://bit.ly/2Eso3R0>

[90,212 Recommendations ,4.6 / 5 Star ]

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

Python List of open source projects

the first
<https://github.com/home-assistant/home-assistant?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/pytorch/pytorch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





third
<https://github.com/google/grumpy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





Fourth place
<https://github.com/channelcat/sanic?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





Fifth place
<https://github.com/google/python-fire?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/explosion/spaCy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/kennethreitz/pipenv?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





Eighth place
<https://github.com/micropython/micropython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





Ninth place
<https://github.com/facebookincubator/prophet?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/SerpentAI/SerpentAI?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/plotly/dash?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/timgrossmann/InstaPy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





13th place
<https://github.com/tomchristie/apistar?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/facebookresearch/faiss?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/MechanicalSoup/MechanicalSoup?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/vi3k6i5/flashtext?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





18th place
<https://github.com/kennethreitz/maya?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





19th place
<https://github.com/lk-geimfari/mimesis?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/zhoubear/open-paperless?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/Manisso/fsociety?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





22nd place
<https://github.com/agermanidis/livepython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





23rd place
<https://github.com/ofek/hatch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/google/tangent?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/anfederico/Clairvoyant?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/Instagram/MonkeyType?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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
<https://github.com/ChrisKnott/Eel?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





28th place
<https://github.com/NicolasHug/Surprise?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





29th place
<https://github.com/gaojiuli/gain?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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





30th place
<https://github.com/WZBSocialScienceCenter/pdftabextract?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

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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