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

    imageHello! This is the fifth issue of the Habrahabr digest about news from the world of Python. In today's issue you will find interesting materials related to machine learning, features of Python, tools (Docker, Celery, etc.), testing and much more. Send your relevant materials, as well as any comments and suggestions that will be added to the next digest.

    Now to the point!

    Releases


    Django 1.10.6
    Release of the popular framework, containing minor corrections in the work of Django.

    SQLAlchemy 1.1.6 The
    next release of the popular ORM for Python.

    SciPy 0.19
    Release of one of the most used Python libraries in Data Science.

    Articles


    Open machine learning course. Topic 1. Initial data analysis with Pandas
    Open machine learning course. Topic 2: Data visualization with Python
    A series of tutorials from Open Data Science on machine learning in Python. Thanks to cotique and miptgirl.

    Why, at 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 short note on creating a simple model for Python machine learning.

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

    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
    Library from Google to simplify the creation of command interfaces

    django-classifier
    A flexible constructor for creating a dynamic list of heterogeneous properties for any object.

    Devpy
    Python

    Development
    Toolkit DockerScan A tool for analyzing the security of Docker images and configurations.

    Xweb
    Web framework strictly following Zen Zen.

    Simple NN
    An example of a simple neural network in Python

    Facebook Bot
    Skeleton of a Facebook bot in Python You

    are looking for the previous digest issue here:

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

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