PythonHub Logo Python Hub Weekly Digest for 2021-01-03

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đź’– Most Popular

Top 10 Python libraries of 2020
Welcome to the sixth yearly edition of our Top Python Libraries list!

Build Dashboards in Less Than 10 Lines of Code!
Exploring ExplainerDashBoard, the easiest way to…

You Should Stop Craving for Python One-Liners
Great programmers don’t always use one-liners. You…

Abandoning Flask for FastAPI
I’m sorry Flask, but FastAPI is so much better.

How to Best Work with JSON in Python
Tips and Tricks for Working with Simple JSON and Nested JSON files


đź“– Articles

Top Five Methods to Identify Outliers in Data

20 Python Packages That You Must Try

Animations of Gradient Descent and Loss Landscapes of Neural Networks in Python

NumPy Illustrated: The Visual Guide to NumPy
Brush up your NumPy or learn it from scratch

Introducing f-Strings — The Best Option for String Formatting in Python
Meet Python’s most powerful…

Pylance: The best Python extension for VS Code
The future of the Microsoft Python Language Server and…

Python decorator to parallelize any function

How to build an MP3 Music Player with Python
Understanding the infinite possibilities of Python

Cleaner Data Analysis with Pandas Using Pipes
Practical guide on Pandas pipes

8 Free Tools to Make Interactive Data Visualizations in 2021 — No Coding Required
You don’t need to…

PyCaret and Streamlit: How to Create and Deploy Data Science Web App
Building a wine classifier with…

Altair: Statistical Visualization Library for Python
A practical introductory guide

Python Sets are Underrated
A guide to the elegant and helpful uses of built-in Python sets

How to make your Pandas operation 100x faster
A practical guide to speeding up your Pandas code

A Useful Framework for Naming Your Classes, Functions, and Variables
“There are only two hard things…

Implementing Causal Impact on Top of TensorFlow Probability
Using structural time series to infer…

Sentiment Analysis of Tweets
How to analyse the sentiment of tweets using the VADER Python library

Python i18n - Localizing Transactional Email Templates
Leverage Python, Jinja and i18n Ally to define, localize, and preview transactional emails

Is Python Really a Bottleneck?
I’m tired of articles about Python dying

Analyzing Data Distributions with Seaborn
A practical guide with many example plots

How to Build an AWS Lambda for Data Science
A step-by-step walkthrough of how to build an AWS Lambda…

Creating a Variable RSI for Dynamic Trading. A Study in Python.
How to Create a Dynamic RSI to Enhance…

Intelligent Visual Data Discovery with Lux — A Python library
Rethinking a Visual dataframe workflow…

Python Dash vs. R Shiny — Which To Choose in 2021 and Beyond
Python or R for web apps and dashboards…

Many Python programmers cannot solve this puzzle
A brief introduction to “Python under the hood” for…


⚙️ Projects

spotDL / spotify-downloader
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).

sammchardy / python-binance
Binance Exchange API python implementation for automated trading

EricJMarti / inventory-hunter
⚡️ Get notified as soon as your next CPU, GPU, or game console is in stock

RangiLyu / nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥


đź‘ľ Reddits

Getting Started with Google Geocoding API Tutorial In Python

Example of a simple and well made Python project on Github

Convert Image into ASCII Art using Python

We Downloaded 10,000,000 Jupyter Notebooks From Github – This Is What We Learned

Terminal Christmas Tree with Python

How we hacked Instagram: a bot for Android phones that's controlled by a Python script


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