PythonHub
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News & links about Python programming.
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Automated Machine Learning using PyCaret

Automate your machine learning workflows with less than ten lines of code.

https://t.co/xTG3kDqmhq
Fsspec: Filesystem Interfaces for Python

https://filesystem-spec.readthedocs.io/en/latest/index.html
Data Analytics Crash Course: Teach Yourself in 30 Days

The course is an introduction to Python-based data analytics. You will get a basic understanding of the workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data.

https://www.youtube.com/watch?v=jcTj6FgWOpo
How to troubleshoot memory problems in Python

This post shows how we diagnosed and fixed a memory problem in EvalML, the open-source AutoML library.

https://innovation.alteryx.com/how-to-troubleshoot-memory-problems-in-python/
Python Tools to Try in 2021

The Python programming language is one of the most popular and in huge demand. It is free, has a ...

https://julien.danjou.info/python-tools-to-try-in-2021/
Implement API Caching with Redis, Flask, and Docker [Step-By-Step]

You want your API to be faster, more consistent, and to reduce the requests to the server? — That’s where caching comes into play. This article shows you how to implement API Caching with Redis on Flask.

https://levelup.gitconnected.com/implement-api-caching-with-redis-flask-and-docker-step-by-step-9139636cef24
Continuous integration for data science with pytest, Github Actions, and Hypervector

This guide outlines how you can build an automated check for a data science feature that runs every time a pull request is opened against the project, using the Python library pytest,  Github's continuous integration platform Actions, and Hypervector — an API for building data science test fixtures easily.

https://blog.hypervector.io/posts/2021-5-12-int-github.html