PythonHub Logo Python Hub Weekly Digest for 2020-06-28

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đź’– Most Popular

How to Build a Simple Machine Learning Web App in Python

How to Web Scrape in 8 Minutes
I’m going to show you how to become a Web Scraper in Python in just 8…

80 Python Interview Practice Questions
Python Questions and Answer Collection from many sources

30 Magical Python Tricks to Write Better Code
Turn Your Logic Into More Elegant Codes With Python…

12 Python Tips and Tricks For Writing Better Code
Improve the quality of your code by staying up to…


đź“– Articles

My 3-year journey: From zero Python to Deep Learning competition master
The path I followed since…

It’s Time to Start Learning Coding: Top 20+ Best Websites To Learn Programming in 2020

Automatic Notification to Email with Python
Automate your notification system with Python

Automating Data Extractions From Google Sheets With Python
Using the Google Sheets API to load data…

Best Python IDEs and Code Editors You Must Use in 2020
Top Python IDEs and Code Editors with…

Neural Networks from Scratch with Python Code and Math in…

Build and deploy machine learning web app using PyCaret and Streamlit
A beginner’s guide to deploying…

Loading Ridiculously Large Excel Files in Python

Time-Series Forecasting: Predicting Stock Prices Using Facebook’s Prophet Model
Predict stock prices…

Learn how to automate the basic steps of data analysis
Are you also bored with writing df.shape…

Python: The (unofficial) OOP crash course for (aspiring) data scientists!
Classes, attributes…

New Features in Python 3.9
A look at the best features included in the latest iteration of Python

8 Advanced Python List Techniques You Should Know!
Making the All-Powerful List Even More Powerful!

4 Must-Know Pandas Function Applications
Transform your data with your function

How To Write Better Python Code?

PyCharm vs VSCode
Is it time to change your IDE?

Using Pandas pipe function to improve code readability
An intuitive tutorial for the best practice…

How I Optimized My Data Analysis Practices — Hacks & Libraries You Should Start Using

8 Advanced Python Tricks Used by Seasoned Programmers
Apply these tricks in your Python code to make…

Dark Secrets of Python Memory Allocation
Intuitive guide of Memory Allocation in Python. Now no one…

All You Need To Know on APIs With Python
A look at how we use Python to communicate with the web via…

Python ETL vs. ETL Tools
If you’re researching ETL solutions you are going to have to decide between…

How Learning Python Earned Me Two Promotions in Two Years
Personal lessons learned

8 super easy-to-use Python built-in functions
Necessary to improve…

Differences between multiprocessing on Windows and Linux

All the Things You Can Do With GitHub API and Python
GitHub REST API allows you to manage issues…

Probably the Best Practice of Object-Oriented Python — Attr
Makes Python Object-Oriented Programming…

Speed up your Numpy and Pandas with NumExpr package
We show how to significantly speed up your…

How to run your ML model Predictions 50 times faster?
With just 2 lines of code using Hummingbird

What’s New In Python 3.9 Dictionaries?
A first look at the new union operators to help merge and…

Python *args and **kwargs — Data Science Edition
Make your code more elegant with arguments and…

Debugging out-of-memory crashes in Python
You run your program, and it crashes—it’s out of memory: If you’re lucky, you get a ...

OpenCV Fast Fourier Transform (FFT) for blur detection in images and video streams
In this tutorial, you will learn how to use OpenCV and the Fast Fourier Transform (FFT) to ...

10 Techniques to Speed Up Python Runtime
Compare good writing style and bad writing style with the…

Rating the 8 Top Python IDE’s in 2020
PyCharm has Competition

Line Chart Animation with Plotly on Jupyter
Plotly unified hover mode, buttons and more

You Don’t Always Have to Loop Through Rows in Pandas!
A look at alternatives to…

Sankey Diagram Basics with Python’s Plotly
An elegant option for visualizing flow and comparing…

How to Use Angular To Deploy TensorFlow Web Apps
Using Python-built models in Angular-built web apps

Python Short-hands during problem solving
In this story let us get to know some Programming Shortcuts…

Python Hub Weekly Digest for 2020-06-21

NLP Datasets: How good is your deep learning model?
In a previous post we talked about how tokenizers are the key to understanding how deep learning ...

Gower’s Distance
One of the most important task while clustering the data is to decide what metric to…

A social distancing detector using a Tensorflow object detection model, Python and OpenCV.


⚙️ Projects

huggingface / nlp
🤗 nlp: datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow

SigmaQuan / Better-Python-59-Ways
Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin

espnet / espnet
End-to-End Speech Processing Toolkit

sqlmapproject / sqlmap
Automatic SQL injection and database takeover tool

facebookresearch / detr
End-to-End Object Detection with Transformers

foxlet / macOS-Simple-KVM
Tools to set up a quick macOS VM in QEMU, accelerated by KVM.

mart1nro / joycontrol
Emulate Nintendo Switch Controllers over Bluetooth

google-research / big_transfer
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.


đź‘ľ Reddits

I made a ray tracer that simulates curved spacetime by using Einstein's field equations from general relativity. Here's a black hole!

I wrote a python script to play an album on Sonos when you tap the artwork on a hidden NFC reader hooked up to a Raspberry Pi

Wrote a script that downloads r/wallpaper's hottest 100 images and cycles through them as a wallpaper!

Replicating Face Mask Detection - OpenCV and MobileNetV2

Made a Screen Dimmer based on Facial Recognition with OpenCV and AppleScript!

Developed a 'personal home assistant' whatsapp bot to control an appliance (lamp in this case)

Made a small Reddit client that runs on a 0.96 inch OLED display with a Raspberry Pi as my first project written in Python

I made the rotating circle *illusion* from numberphile's lates video


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