hal2001/BuildingMachineLearningSystemsWithPython
Source Code for the book Machine Learning Systems with Python
Numerical machines in Python
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Source Code for the book Machine Learning Systems with Python
Streaming MapReduce with Scalding and Storm
Generate stochastic processes using Python. Unfortunately not maintained any longer =(
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 ;)