Pygest # 3. Releases, articles, interesting projects from the world of Python [January 30, 2017 - February 13, 2017]

Hello! This is the third issue of the Habrahabr digest of news from the world of Python. In today's release you will find interesting materials on machine learning, popular frameworks, the internal structure of the language, and much more. Send us your actual materials, as well as any comments and suggestions that will be added to the nearest digest.

And now to the point!

Releases

CPython moved to github
CPython moved from Mercurial to GitHub, which makes it more accessible to participate in the development of CPython (personally, I really missed this)
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TensorFlow 1.0.0-rc0
The long-awaited release candidate of one of the most popular libraries used in machine learning.

IPython 5.2

Anaconda 4.3

Articles

There are two functions
Mathematics, quantum algorithms, Python. Very cool and live article from devpony .

Pure Python Architecture: A Walkthrough. Part 5
Continuation of a series of articles on pure architecture in Python from CJay .

Python: collections, part 4/4: All about expression-generators, list generators, sets and dictionaries
The final article in the series about collections in Python by DaneSoul .

Rules of Machine Learning: Best Practices for ML Engineering
An article / small book about good machine learning practices in Python.

A million requests per second with Python
Article about the new super-fast micro-framework, which caused a large number of discussions and ambiguous reviews.

A Python-esque Type System for Python: Duck Typing Statically
A little about Duck Typing in Python.

Python 3.6 & Performance. A love story
Slides on the performance of Python 3.6 from Igor Davydenko from the last PyCon in Minsk.

Python function brain transplants
A brief note about Python functions and their __code__ attribute.

K-Means & Other Clustering Algorithms: A Quick Intro with Python
A small introduction to Python clustering algorithms.

It's metaclasses all the way down: Understanding and using Python's metaprogramming facilities
Excellent article on the use of metaclasses in Python.

Build a REST API with Django - A Test Driven Approach: Part 1
A good practical article about creating a REST API on Django, using the development approach through testing.

Using functional programming in Python like a boss: Generators, Iterators and Decorators
Great article about functional programming in Python.

Interesting projects

Fabricio
A tool to automate deployment with Docker and Fabric.

Japronto
An enduring noise, very fast micro-framework.

Pyzdb
Lightweight database with Python-like syntax.

Tweets analyzer
A tool for analyzing tweets and Twitter profiles.

rm-protection
A safe alternative to the Linux rm command.

Hubcommander
Slack-bot from Netflix to manage GitHub-organization

Video

CPython internals: A ten-hour codewalk through the Python interpreter source code
CPython internal device video series.

Python Programming for Finance
A series of videos on the use of Python in the development of financial systems.

Thanks for attention! Send your suggestions for publication in the digest!