Pygest # 18. Releases, articles, interesting projects, packages and libraries from the world of Python [November 5, 2017 - November 15, 2017]

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

In connection with the workload of andrewnester , the author of the previous digests, and with his permission, the honor to publish this issue fell to me.

So let's go!

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news

NumPy Announces Python 2 Support Plan

Nomination for the Malcolm Tredinnick Memorial Prize in 2017

Articles and study materials

Machine learning with Python. Introduction
Introduction to machine learning. It will be useful for both beginners and more experienced professionals.

Using machine learning for weather forecasting. Part 1
Good article on machine learning in weather forecasting.

Speed ​​up your Python using Rust
Very nice article about using a Python module written in Rust.

How do we deploy Python code
An article about how to put Python code into operation

SQLAlchemy ORM for Python Developers Guide
SQLAlchemy ORM material that will be useful to all Python developers.

Web scraping with python: getting info from amazon, airbnb, reddit, pexel, steam
The material will be useful to all lovers of Web scraping.

Creating a REST API for TensorFlow models
About REST API in machine learning

Profiling CPython on Instagram
On finding interpreter bottlenecks for the purpose of optimization and not only

How to explore Pandas
Describes the Pandas learning strategies.

Browser history analysis using Python and Pandas

Interesting projects, tools and libraries

datasette
Instant JSON API for SQLite

caeroc
Not a "simple" calculator

Pyrlang
Erlang node implemented in Python

FlashText
Retrieving or replacing keywords in sentences

Milksnake
An interesting setuptools extension

elasticsearch-py
Official low-level Python client for elasticsearch

Pyspark
Spark Python API

youtube-dl
To download videos from Youtube

dateutil
An interesting extension for the standard Python module datetime

nipype
A collection of neuroimaging tools (neuroimaging)

Conferences

Thanks for the links suharik

PyConCA
It takes place these days in Université du Québec à Montréal, Montreal, Quebec, Canada

PyCon UK
Passed October 26-30 in Cardiff, Wales. Video from the conference is already available on YouTube

PS Send your news, interesting projects and / or libraries for subsequent digests :).