It's Coffitivity for your Desktop! You can listen to ambient music even when you're offline. 🎧 🚀

PDF Collection

Computational Network Toolkit (CNTK)

Python based Deep Learning Framework by Nervana™

Lightweight Scala kernel for Jupyter / IPython 3

Use JSON files as if they are python modules

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

Machine learning components for Apache UIMA

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

collection of projects and links about algorithm visualization

GitBook teaching programming basics with Javascript

Open Source Data Science Resources.

community-driven taco repo. stars stars stars.

Start doing data science in minutes

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 ;)

rapid prototyping with d3.js

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).