PythonHub Logo Python Hub Weekly Digest for 2019-10-20

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đź’– Most Popular

30-seconds / 30-seconds-of-python
A curated collection of useful Python snippets that you can understand in 30 seconds or less.

How to get started coding in Python?

Progress Bars in Python (and pandas!)

python-telegram-bot / python-telegram-bot
We have made you a wrapper you can't refuse

How to Analyze Survey Data with Python for Beginners
Learn to analyze and filter survey data, including multi-answer multiple choice questions, using ...


đź“– Articles

How to Setup an Awesome Python Environment for Data Science or Anything Else
Tools and techniques to…

Simple Linear Regression From Scratch in Numpy
Machine Learning doesn’t have to be complex — if…

Data Science with SQL in Python

How to write Web apps using simple Python for Data Scientists?
Convert your Data Science Projects into…

Meta-Programming in Python
A short tutorial on decorators and meta-classes

Why is 0.1 + 0.2 Not Equal to 0.3 in Most Programming Languages?

Compiled vs Interpreted Code Performance

Am I Too Late to Learn Python?
Python is Still the Undisputed King of the IT World

Taking Derivatives in Python
Learn how to deal with Calculus part of Machine Learning

Trade Smarter w/ Reinforcement Learning
A deep dive into TensorTrade — an open source Python…

3 Advanced Python Functions for Data Scientists

7 things to quickly improve your Data Analysis in Python

Your Python Journey Decoded
Become an Expert in Python Programming

Using Python for Web Development: 16 Most Important Pros and Cons

3 Reasons Why I’m Ditching SSIS for Python
I love SQL Server Integration Services, but it’s time to…

Introduction to Adversarial Machine Learning
Here we are in 2019, where we keep seeing State-Of-The-Art (from now on SOTA) classifiers getting ...

A Deep dive into H2O’s AutoML
An overview of Automated Machine Learning and how to achieve it with…

Why is my validation loss lower than my training loss?
In this tutorial, you will learn the three primary reasons your validation loss may be lower than ...

Sending Emails in Python — Tutorial with Code Examples
What do you need to send an email with Python? Some basic programming and web knowledge along with ...

Twitter — Or where my bot talks to your bot

Multiprocessing for Data Scientists in Python
Why pay for a powerful CPU if you can’t use all of it?

Video: Four SQLAlchemy Tips

Does Python Have a Ternary Conditional Operator?
The ternary conditional operator is a short-hand…

Django 3.0 beta 1 released
Django 3.0 beta 1 is now available. It represents the second stage in the 3.0 release cycle and is ...

Serverless Slack Bot: Introduction for Integrating Slack Bot with Google Cloud Functions (Part 1)

Mac Python Distribution Post Updated for Catalina and Notarization
I previously wrote a post about shipping a PyGame app to users on macOS. It’s now substantially ...

An Easier Way to Encode Categorical Features
Using the python category encoder library to handle high…


⚙️ Projects

p-christ / Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments

mne-tools / mne-python
MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

keras-team / keras
Deep Learning for humans

scikit-learn / scikit-learn
scikit-learn: machine learning in Python

tldr-pages / tldr
đź“š Simplified and community-driven man pages

kovidgoyal / calibre
The official source code repository for the calibre ebook manager

salesforce / ctrl
Conditional Transformer Language Model for Controllable Generation


đź‘ľ Reddits

Today I made a program that streams video from a webcam across the network. (Laptop to PC)

My previous post on the algorithm i made to create these images blew up, so here is another! WITH a Github link: https://github.com/TyperOfCode/image_algorithm

When Python Meets Fourier Transform

Made a genetic algorithm with the task of recreating an image using triangles. Used the pillow library for the image work and the rest was just math :)

Automate the Boring Stuff with Python (2nd edition) is coming soon!

My Python Youtube channel just hit 10,000 subscribers - buildwithpython

Just trying to create a orbit system in python and this happened...

Some time ago I showed you my module which displays sprites in the terminal. After two weeks of optimization you can now move several sprites and layer them with very little code ! Next goal -> transparency

The only ghost from the past to be afraid of...


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