PythonHub Logo Python Hub Weekly Digest for 2020-02-09

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đź’– Most Popular

How to Design a Web Application: Software Architecture 101
Decisions you wish you could get right…

How to make an Analysis Tool using Python
From Zero to Complete Tool

The 22 Most-Used Python Packages in the World
Educational and surprising insights into how Python is…

plotly / dash
Analytical Web Apps for Python & R. No JavaScript Required.

Why (and How) I Use Vim


đź“– Articles

Intro to anomaly detection with OpenCV, Computer Vision, and scikit-learn
In this tutorial, you will learn how to perform anomaly/novelty detection in image datasets using ...

Web Scraping with Python Made Easy
Beautiful Soup is a Python library that facilitate scraping…

Beginners Guide to Building Neural Networks using PyTorch

Building command line interfaces in Python
It is very useful to be able to create command line interfaces for our programs. There are several ...

Exhaustive Introduction to Pandas in Python (1)

YOLO and Tiny-YOLO object detection on the Raspberry Pi and Movidius NCS
In this tutorial, you will learn how to utilize YOLO and Tiny-YOLO for near real-time object ...

A comprehensive guide to downloading stock prices in Python
Download historical stock prices with as…

Keep Jupyter Notebook Running Even After Browser is Closed
Keeping the browser tab open to run Jupyter…

How to visualize hidden relationships in data with Python — analysing NBA assists
Manipulating &…

Modelling the coronavirus epidemic spreading in a city with Python
Are cities prepared for epidemics?

Here’s how to make Pandas Iteration 150x Faster
No, it’s not a clickbait.

Becoming a Data Scientist (Zero to hero checklist)
10 Steps for people who want to pursue a career in…

Introducing my book: Python for Finance Cookbook
My short story of going from Medium articles to a…

Transform Reality with Pandas
Re-shape data with Transpose, Melt, Merge, and more.

Why choose between R and Python when you can choose both?
The reticulate package allows R and Python…

Tokenizers: How machines read
The world of Deep Learning (DL) Natural Language Processing (NLP) is evolving at a rapid pace. We ...

A Complete Pandas Glossary for Data Science
Your go-to resource to learn Pandas fundamentals

Python Logging with Datadog
At Mergify, we generate a pretty large amount of logs. Every time an event is received from GitHub ...

Could Nim Replace Python?
Why this fledgeling computer language might become the new scripting king

Reproducing SQL queries using python codes
This blog is mainly about how to rewrite SQL queries in…

Stop Using “or” to Test Multiple Values Against a Variable in Python
Use the “in” keyword for…

Cython-A Speed-Up Tool for your Python Function
When tweaking your algorithm gives small improvements…

Building Models with Keras
Introduction to the Python Neural Network API

Economic Indicators with Python
Retrieve and Plot Economic Indicators using Python and Plotly

Applied Exploratory Data Analysis, The Power of Visualization, Bike-Sharing, Python.

How to properly ship and deploy your machine learning model
A practical guide with FastAPI, Docker and…

How to use OpenCV’s “dnn” module with NVIDIA GPUs, CUDA, and cuDNN
In this tutorial, you will learn how to use OpenCV’s “Deep Neural Network” (DNN) ...

Pandas Join vs. Merge
What Do They Do And When Should We Use Each One?

Python Hub Weekly Digest for 2020-02-02

My NLP learning journey

Django security releases issued: 3.0.3, 2.2.10, and 1.11.28
In accordance with our security release policy, the Django team is issuing Django 3.0.3, Django ...

How I'm testing in 2020
Once upon a time I wrote a bit about testing, specifically how I was organizing and testing my ...

Happy eyeballs algorithm using ZIO
A great example on how structured concurrency and high-level…

Visualizing Istanbul Bus Traffic With Python and KeplerGL


⚙️ Projects

scrapy / scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.

openai / spinningup
An educational resource to help anyone learn deep reinforcement learning.

awslabs / autogluon
AutoGluon: AutoML Toolkit for Deep Learning

PaulMcInnis / JobFunnel
Tool for scraping job websites, and filtering and reviewing the job listings

jupyter / jupyter
Jupyter metapackage for installation, docs and chat

plamere / spotipy
A light weight Python library for the Spotify Web API

graphql-python / graphene
GraphQL framework for Python


đź‘ľ Reddits

I wrote a small library to enable flexible piping in Python, and finally happy with my live rendering setup in vim. Figured I'd make a small demo.

Interactive Coronavirus Spreading Map in Python

Is it possible to do this with Python?

Achieved what I was trying to do thanks to Reddit.

I'll be damned


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