Pygest # 5. Releases, articles, interesting projects from the world of Python [February 28, 2017 - March 13, 2017]

Hello! This is the fifth issue of Habrahabr news digest from the world of Python. In today's release you will find interesting materials relating to machine learning, features of Python, tools (Docker, Celery, etc.), testing, 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

Django 1.10.6
The release of a popular framework containing minor fixes for Django.

SQLAlchemy 1.1.6
The next release of the popular ORM for Python.
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SciPy 0.19
Release of one of the most used libraries in Data Science in Python.

Articles

Open machine learning course. Topic 1. Primary data analysis with Pandas
Open machine learning course. Topic 2: Data Visualization with Python
A series of tutorial articles from Open Data Science on machine learning in Python. Thank you cotique and miptgirl

Why at the age of forty I decided to change my profession and become a Python programmer
An interesting story from shutovds

Here's How You Start Using Docker
A good tutorial on how to start using Docker in your Python applications.

Postmodern Error Handling in Python 3.6
An article on how to properly handle errors in Python code.

Writing better software with Python 3.6 type hints
An article about the benefits of using type hinting in Python.

Simple Machine Learning Model in Python in 5 lines of code
A quick note about creating a simple model for machine learning in Python.

Python: Generator Cleanup
A note on Python generators and their behavior in exceptional situations and shutdown.

My Experiences With A Long-Running Celery-Based Microprocess
The author shares his experience of using Celery to perform a long-lived process.

Building Microservices with Python, Part I
An article about creating microservices using Python.

Getting Started with Mocking in Python
A small tutorial on using the Mocking library in unit tests.

Interesting projects

Python fire
Google library to simplify team building

django-classifier
Flexible constructor to create a dynamic list of heterogeneous properties for any object.

Devpy
A set of tools to simplify development in Python

Dockerscan
Docker image and configuration security analysis tool

Xweb
Web framework strictly following the Python Zen.

Simple nn
Simple Python Neural Network Example

Facebook Bot
Skeleton Facebook bot in Python

You are looking for the previous issue of digest here:

Pygest # 4. Releases, articles, interesting projects from the world of Python [February 14, 2017 - February 27, 2017]

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