Pygest # 12. Releases, articles, interesting projects from the world of Python [June 20, 2017 - July 03, 2017]

Hello! This is the twelfth issue of the Habrahabr digest of news from the world of Python.

In today's release you will find interesting materials on Python internals, machine learning, popular frameworks, and 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

Python 3.6.2rc1
Jython 2.7.1 RC3
')

Articles

Autoencoders in Keras, Part 1: Introduction
Autoencoders in Keras, Part 2: Manifold learning and latent variables
Autoencoders in Keras, Part 3: Variational autoencoders (VAE)
Autoencoders in Keras, Part 4: Conditional VAE
Autoencoders in Keras, Part 5: GAN (Generative Adversarial Networks) and tensorflow
Autoencoders in Keras, Part 6: VAE + GAN
Iphysic series of articles about auto-encoders in deep Python training.

Compiling Python syntax to x86-64 assembly for fun and (zero) profit
An interesting article on how to compile Python syntax in x86-64 assembly code and what came of it

Stock Trading Analytics and PyFolio, R's PerformanceAnalytics, and backtrader
Great article on using Python + R bundles in analyzing and optimizing financial data.

Memory use in CPython and MicroPython
About the differences in memory usage in CPython and MicroPython

Django vs flask
Stranie 2 popular Python frameworks

Linked Lists in Python
About linked lists in Python

How to Use Static Type Checking in Python 3.6
A note on how to correctly use static type checking introduced in Python 3.6

Using Docker for Flask Application Development (not just Production!)
Tutorial on how to use Flask + Docker when developing Python applications.

Why did Pinterest move from Django to Flask.
An interesting discussion on Reddit about why Pinterest switched from Django to Flask

GraphQL in the Python World
Excellent article on how to use GraphQL in Python code

Neurally Embedded Emojis
Interesting article on how to use a neural network for the collection of "Emodzhi"

Experienced python programmers:
Another interesting discussion on Reddit is about which standard “features” of the language are used less often.

Interesting projects

Visualization-of-popular-algorithms-in-python
Examples of visualizations of some popular algorithms.

logzero
Great tool for simple logging.

Deeplearning
A selection of examples of deep learning at TensorFlow and Keras

You are looking for the previous issue of the digest here:

Pygest # 11. Releases, articles, interesting projects from the world of Python [June 6, 2017 - June 19, 2017]

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