galvin-mj

ATD

Anomalous Topic Discovery

awesome-machine-learning

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

cvxpy

A Python-embedded modeling language for convex optimization problems.

Data_Thinning_Demo

This is a demo for the Online Thinning algorithm

deep-learning-tutorial-pydata2016

Deep learning tutorial for PyData London 2016

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

NNet

Simple implementation of neural networks in python

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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 ;)

pystruct

Simple structured learning framework for python

Stanford-Probabilistic-Graphical-Models-Coursera

stat212b

Topics Course on Deep Learning UC Berkeley

words2map

online natural language processing with word vectors