PythonHub Logo Python Hub Weekly Digest for 2020-12-06

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đź’– Most Popular

10 Pandas methods that helped me replace Microsoft Excel with Python
How you can use these pandas…

Top Python Libraries Every Developer Should Learn

Top 16 Python Applications in Real-World
Have a look at diverse applications of Python we have in the…

Python Will be Dead in 2021?
A review of the final version of Python 3.9

Building Simulations in Python — A Step by Step Walkthrough
Learn the fundamentals to be able to…

đź“– Articles

Python’s amazing functools module
Kill the messier code with functools elegancy

LIME: How to Interpret Machine Learning Models With Python
Explainable machine learning at your…

10 Coding principles that no one will teach you

Automate your job search with Python and Github Actions
A real-life example using Scrapy and Github…

Introduction to NumPy in Python

5 Hidden Features in JupyterLab You Should Start Using
These 5 features will simplify your JupyterLab…

How to build your own AutoML library in Python from scratch
How to create an AutoML library in Python…

Data Preprocessing with Python Pandas — Part 3 Normalisation

Object-Oriented Programming Explained Simply for Data Scientists

Handy Python Snippets for Cleaner Code
Dynamically call a function, list functions with a specific…

MARS: Multivariate Adaptive Regression Splines — How to Improve on Linear Regression?

Design Lessons From My First Crypto Trading Bot

Ridgeline Plots: The Perfect Way to Visualize Data Distributions with Python
Represent your data as a…

Why Python is Essential for Business Analysts
Reasons for all business analysts to learn Python. Based…

String Matching with BERT, TF-IDF, and more!
Introducing PolyFuzz, a framework for…

Disease Prediction: With RFC and Flask

How to automate LiDAR point cloud processing with Python
The ultimate guide on point cloud…

Top 10 Freelance Websites To Hire Python Developers
If you’re recruiting Python developers, think about hiring from a freelance website.

⚙️ Projects

mitmproxy / mitmproxy
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

davidteather / TikTok-Api
The Unofficial TikTok API Wrapper In Python

blackjack4494 / yt-dlc
media downloader and libray for various sites.

geohot / tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️

yogeshojha / rengine
reNgine is an automated reconnaissance framework meant for information gathering during penetration testing of web applications. reNgine has customizable scan engines, which can be used to scan the websites, endpoints, and gather information.

đź‘ľ Reddits

I made a video for my students explaining our recent end-to-end ML project (from data source to live website). Thought you folks might find it useful. Please let me know if anything’s confusing, incorrect, or could be done better!

A complete web app to convert YouTube videos to MP3 files (with source for learning purpose)

I made PIM (Python Image Morpher), a GUI based Python app that blends your images together

I made a PlayStation 5 Bot

fsutil - file system utilities for lazy devs. 🧟‍♂️

I made a cross-platform terminal file browser (link in the comments)

Fractal Tree in pygame

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