PythonHub Logo Python Hub Weekly Digest for 2019-08-11

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đź’– Most Popular

I Wrote a Script to WhatsApp My Parents Every Morning in Just 20 Lines of Python Code

Python Basics — Data Structures
Introduction to built-in collections in Python

Time Complexities Of Python Data Structures
An Important Article For Everyone Using Python Programming…

Algorithmic Game Theory with Nashpy

Coding is 90% Google Searching — A Brief Note for Beginners


đź“– Articles

How Python saves memory when storing strings
Since Python 3, the str type uses Unicode representation. Unicode strings can take up to 4 bytes ...

What are Eigenvalues and Eigenvectors?
A must-know concept for Machine Learning

How virtual environment libraries work in Python
Have you ever wondered what happens when you activate a virtual environment and how it works ...

The Hitchhiker’s Guide to Regular Expressions and Python’s re Library
DON’T PANIC

Everything you need to know about TensorFlow 2.0
Keras-APIs, SavedModels, TensorBoard, Keras-Tuner and…

Introduction to Anomaly Detection in Python
There are always some students in a classroom who either outperform the other students or failed to ...

A Python prompt into a running process: debugging with Manhole
Sometimes your Python process will behave strangely, run slowly, or give you the wrong answers. And ...

Starting and Synchronizing Threads
If you have developed code for long enough, probably you have faced the situation in which a task ...

Python mind-teaser: Make the function return True
Hi everyone!  I was browsing /r/python and came across this post: The challenge was easy. Provide ...

Turn your previous Python projects into awesome tools — with Tkinter
Creating a simple app with…

Road to become a Python Ninja — Handling Exceptions
Bullet-proofing your Python code

DIY Data: Web Scraping with Python and BeautifulSoup
Getting sufficient clean, reliable data is one of the hardest parts of data science. While course ...

Learn Blockchains by Building One
The fastest way to learn how Blockchains work is to build one

Introduction to K-Means Clustering in Python with scikit-learn
Have you ever organized your bookshelf in a way that the books pertaining to the same subjects are ...

Long Short-Term Memory: From Zero to Hero with PyTorch
Just like us, Recurrent Neural Networks (RNNs) can be very forgetful. This struggle with short-term ...

A Beginner’s Guide on Recurrent Neural Networks with PyTorch
Recurrent Neural Networks(RNNs) have been the answer to most problems dealing with sequential data ...

Data visualization with Plotly

Statistics for Data Science
How many of us are involved in the act of taking "decisions" on a daily basis? Well, small or big ...

How and why I got 75Gb of free foreign exchange “Tick” data.
With full Python code to scrape, extract…

Where's your bottleneck? CPU time vs wallclock time
If your process is slow it might be because it’s very CPU-intensive—or maybe it’s ...

Bayesian Modeling Airlines Customer Service Twitter Response Time
Student’s t-distribution, Poisson…

Writing tests for the Albumentations library with pytest

Rocket (Data) Science
Looking at rocket launches towards Israel at an analytical perspective

Unsupervised Data Augmentation

Using Deep Learning and TensorFlow Object Detection API for Corrosion Detection and Localization
Detecting corrosion and rust manually can be extremely time and effort intensive, and even in some ...

Feature selection techniques for classification and Python tips for their application


⚙️ Projects

vpj / python_autocomplete
A simple neural network for python autocompletion

sherlock-project / sherlock
🔎 Find usernames across social networks

RasaHQ / rasa
đź’¬ Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

pytorch / fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

deepmind / pysc2
StarCraft II Learning Environment

eriklindernoren / PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.

frappe / erpnext
Open Source ERP built for the web

explosion / spaCy
đź’« Industrial-strength Natural Language Processing (NLP) with Python and Cython

openai / gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"

ddbourgin / numpy-ml
Machine learning, in numpy

HelloZeroNet / ZeroNet
ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network

facebookresearch / Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

eriklindernoren / PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3

rwightman / pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more


đź‘ľ Reddits

Matlab declares war on Python. Can the Python community respond or hit back?

I made a Mandelbrot Zoom program using pygame!

How I saved >1000 years of CPU time using my adaptive sampling package for this quantum mechanics plot [OC]


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