PythonHub Logo Python Hub Weekly Digest for 2019-07-28

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💖 Most Popular

Has the Python GIL been slain?

Online/Incremental Learning with Keras and Creme
In this tutorial, you will learn how to perform online/incremental learning with Keras and Creme ...

50+ Python 3 Tips & Tricks
These Python Gems Will Make Your Code Beautiful and Elegant

zihangdai / xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding

google-research / google-research
Google AI Research


📖 Articles

Video classification with Keras and Deep Learning
 In this tutorial, you will learn how to perform video classification using Keras, Python, ...

Keras ImageDataGenerator and Data Augmentation
In today’s tutorial, you will learn how to use Keras’ ImageDataGenerator class to perform data ...

Build a Celebrity Look-Alike Detector with Azure’s Face Detect and Python
Introduction This article describes how to to use Microsoft Azure’s Cognitive Services Face API ...

Comprehending the concept of ‘Comprehensions’ in Python
Understanding and implementing the list…

Tutorial on Data Visualization: Weather Data

My secret sauce to be in top 2% of a kaggle competition

PEG Parsers

Plotly.py 4.0 is here: Offline Only, Express First, Displayable Anywhere

Building a Bayesian Logistic Regression with Python and PyMC3
How likely am I to subscribe a term…

Unique sentinel values, identity checks, and when to use object() instead of None
Occasionally in Python (and in programming in general), you’ll need an object which can be ...

Decoupling database migrations from server startup: why and how
If you’re using a schema management tool like Django ORM or Alembic, you need to run the ...

How to swap two variables in Python
In this post, we will explore different ways to swap variables in Python. 1. The Pythonic way: ...

Keras learning rate schedules and decay
In this tutorial, you will learn about learning rate schedules and decay using Keras. You’ll learn ...

Automated Report Generation with Papermill: Part 1
Introduction This guest post that walks through a great example of using python to automate a ...

gRPC and why it can save you development time
At this point many of you guys should have heard about…

15 Python tips and tricks, so you don’t have to look them up on Stack Overflow

The Pros of Using Django for Web Development

Use Cython to get more than 30X speedup on your Python code

The Celery Python Guide: Basics, Examples and Useful Tips


⚙️ Projects

pydata / xarray
N-D labeled arrays and datasets in Python

CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time

rusty1s / pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch

home-assistant / home-assistant
🏡 Open source home automation that puts local control and privacy first

soimort / you-get
⏬ Dumb downloader that scrapes the web

tiangolo / fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production

iovisor / bcc
BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more

geekcomputers / Python
My Python Examples


👾 Reddits

I created a GitHub repository explaining the complete process of gathering data, transforming it, getting insights and making plots using pandas, NumPy, Matplotlib and Seaborn.

Python Machine Learning

Physics simulator with rotation and collision I made with Python. If you dropped your phone, and it just kept bouncing!


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