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Awesome Python Newsletter Β» 214

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Multi-format package management
Featured Package // Category Package Management


Tutorial: Add a Column to a Pandas DataFrame Based on an If-Else Condition

A beginner tutorial on how to add a column to a pandas DataFrame based on a condition WITHOUT using for loops/list comprehensions β€” do it vectorized with NumPy!
Article Added by: custerc //

J.A.R.V.I.S is now READY!

Article Popular Story //

django-shop vs django-oscar

Popular comparison
  • django-shop - A Django based shop system.
  • django-oscar - An open-source e-commerce framework for Django.


A multi-distribution package that handles early initialization of a cloud instance.
Featured Package // Category DevOps Tools

kivy vs PyQt

Popular comparison
  • kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
  • PyQt - Python bindings for the Qt cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.

Last 7 Days

Python Django 2 Upgrade Tutorial: Common Problems

A tutorial on how to upgrade your Django application to Django 2. This is a compilation of common errors and how to fix them.
Tutorial Added by: alan-remotedev //


Federal Individual Income Tax Microsimulation Model
Featured Package // Category Finance

PyTorch LSTM: Text Generation Tutorial

Article Popular Story //

Where’s your code? Debugging ImportErrors in your Docker image

There are many reasons your code might fail to import in Docker. Here's a quick series of checks you can do to figure out the problem.
Tutorial Added by: itamarst //


A modern parsing library for Python, implementing Earley & LALR(1) and an easy interface
Package Added by erezsh into category Parser


Python Geocoding Toolbox.
Featured Package // Category Geolocation

pyocr vs pytesseract

Popular comparison
  • pyocr - A wrapper for Tesseract and Cuneiform.
  • pytesseract - Another wrapper for Google Tesseract OCR.


A versatile CLI tools and python libraries to automate infrastructure.
Synced from the Github list // Category Configuration Management

Altair vs bokeh

Popular comparison
  • Altair - Declarative statistical visualization library for Python.
  • bokeh - Interactive Web Plotting for Python.

Chatbots? My first machine learning experience

Article Popular Story //


Most Powerful multi-threaded Video Processing framework.
Featured Package // Category Video

Saleor vs django-oscar

Popular comparison
  • Saleor - An e-commerce storefront for Python and Django
  • django-oscar - An open-source e-commerce framework for Django.

Wow can python do that πŸ€”

Article Popular Story //

Getting Started in NLP

Article Popular Story //

Path to Becoming a Data Scientist

As a data scientist, you will be making programs that include creating various machine learning-based tools or processes within the company, such as suggestion engines or lead scoring systems. You should also be able to perform statistical analysis.
Article Added by: Suyash401 //


SubGrab is a utility that allows you to automate subtitles downloading for your media files.
Package Added by RafayGhafoor into category Productivity Tools


Trio – Pythonic async I/O for humans and snake people 🐍
Featured Package // Category Networking