Pygest # 15. Releases, articles, interesting projects from the world of Python [August 01, 2017 - August 14, 2017]

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

In today's release you will find interesting materials on Django, machine learning, algorithms, Python internals, 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!

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Releases

Python 3.5.4
Python 3.4.7
Django 1.11.4
PyTorch 0.2.0

Articles

OpenDataScience and Mail.Ru Group will conduct an open machine learning course

Reverse engineer a Python object
On the internals of objects in Python.

Python decorators, the right way: the 4 audiences of programming languages
An interesting note about decorators in Python.

The Hitchhiker's Guide to Machine Learning in Python
Excellent introductory tutorial and selection of materials on machine learning for beginners.

Clean Architecture in Django
A small note about pure architecture in Django-applications.

A Minimal Django Application
Tutorial for beginners to work with Django - how to create a minimal application on this framework.

Python __init__.py & modular Imports
On the work of importing modules in Python.

Using K-Means to analyze hacking attacks
Article on the use of the algorithm "to-average" for the analysis of hacker attacks.

Python bytecode reverse-engineering
Cool article about reverse engineering Python bytecode.

Controlling Python Async Creep
A note on controlling asynchronous code execution in Python.

Demystifying Dynamic Programming
About what dynamic programming is with examples in Python from freeCodeCamp.

Detecting fake banknotes using TensorFlow
An article on the use of machine learning and TensorFlow for detecting counterfeit money.

Building a Music Recommender with Deep Learning
How to create your service to recommend music?

Interesting projects

Pygorithm
Library for learning algorithms on the fly

tinychain
Bitcoin pocket implementation

Aptos
JSON-based data validation tool

Domain analyzer
A tool for analyzing domain security based on all available information about it

sandsifter
A tool for finding hidden instructions and bugs in x86 processors

Video

PyCon Australia 2017
Video from the conference PyCon Australia 2017

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

Pygest # 14. Releases, articles, interesting projects from the world of Python [July 18, 2017 - July 31, 2017]

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