aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A topic-centric list of HQ open datasets. PR ☛☛☛

Documentation and samples for ArcGIS API for Python

A curated list of awesome Machine Learning frameworks, libraries and software.

Python Data Tools

Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy

Python Data Science Handbook: full text in Jupyter Notebooks

Creating fun photomosaics, GIFs, and murals from your family pictures using ML & similarity search

Tools for editing Shapefile, GeoJSON, TopoJSON and CSV files

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

Jupyter metapackage for installation, docs and chat

Fast, flexible and easy to use probabilistic modelling in Python.

Experimenting with and teaching probabilistic programming

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Python script for creating photomosaic images

Coursera 9-Course Specialization

ML Examples

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

A simple web map to visualize flood information on maps