30 Amazing Python Projects for the Past Year (v.2018)
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.
[27,672 recommends, 4.7/5 stars]
[90,212 recommends, 4.6/5 stars]
Pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration [11019 stars on Github]. Courtesy of Adam Paszke and others at PyTorch Team
MicroPython: A lean and efficient Python implementation for microcontrollers and constrained systems [5728 stars on Github].
Prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth [4369 stars on Github]. Courtesy of Facebook
MechanicalSoup: A Python library for automating interaction with websites [2244 stars on Github].
Tangent: Source-to-Source Debuggable Derivatives in Pure Python [1433 stars on Github]. Courtesy of Alex Wiltschko and others at Google Brain
Eel: A little Python library for making simple Electron-like HTML/JS GUI apps [1137 stars on Github].
Surprise v1.0: A Python scikit for building and analyzing recommender systems [1103 stars on Github].
PDFTabExtract: A set of tools for extracting tables from PDF files helping to do data mining on scanned documents. [722 stars on Github].
That’s it for Python Open Source of the Year. If you like this curation, read best daily articles based on your programming skills on our website.
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