PythonHub Logo Python Hub Weekly Digest for 2021-06-20

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💖 Most Popular

70+ Python Projects for Beginners, Intermediate and Experienced Developers

Excel, Python, and the future of data science
If the ubiquitous spreadsheet program is the gateway to data science, Python aims to be the next step.

Python Projects for beginners

Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis
Learn how to use Python and machine learning to build a bioinformatics project for drug discovery.

Python compiler written in Python to make standalone executables


📖 Articles

Gooey: Turn (almost) any Python command line program into a GUI application

Building Python Projects at Scale with Pants
Learn how to build Python projects and monorepos at scale with the Pants Build System.

Automated Machine Learning using PyCaret
Automate your machine learning workflows with less than ten lines of code.

A gentle introduction to tf.data with TensorFlow
In this tutorial, you will learn the basics of TensorFlow’s tf.data module used to build ...

binance / binance-public-data
Details on how to get Binance public data

Fsspec: Filesystem Interfaces for Python

IBM / Project_CodeNet
This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

Boolean short-circuiting
This post explores what Boolean short-circuiting for the `and` and `or` operators is, and how to use this functionality to write more expressive code.

Our Engineering Team Used Python's AST to Patch 100,000s of Lines of Code

pallets / click
Python composable command line interface toolkit

Python parameters primer
This post reviews the seven different types of parameters, and how Python assigns arguments to them.

Using Aligned Word Vectors for Instant Translations with Python and Rust

Reducing Python String Memory Use in Apache Arrow 0.12

Also leaving Freenode: FSF, GNU, plus Linux and Python support channels

CyberPunkMetalHead / Binance-volatility-trading-bot
This is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.

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.

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.


⚙️ Projects

epispot
A Python package for the mathematical modeling of infectious diseases via compartmental models.

SimSwap
An Efficient Framework For High Fidelity Face Swapping.

Flagsmith
Flagsmith is an open source, fully featured, Feature Flag and Remote Config service. Use our hosted API, deploy to your own private cloud, or run on-premise.

pyrgg
Python Random Graph Generator.

Nerd-Storage
A simple LAN storage.

mimics
Small tool for deferring actions and operations on objects and classes.


👾 Reddits

Python Cybersecurity - Build your own tools

I developed an application that keeps you up-to-date with the latest research.

PyCon US 2021 has begun uploading videos from the conference. Check it out if you weren't able to attend!

Spammers flood PyPI


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