( Blog )

Embedding Interactive Maps into an IPython Notebook

Using HTML widgets to create interactive maps on an IPython Notebook

python ipython html5 canopy pandas matplotlib basemap Google Maps OpenLayers Data Science

Support Vector Machines

Introduction to the inner workings of support vector machines

python machine learning Artificial Intelligence scikit-learn Data Science

Decision tree classifier

A simple implementation of the ID3 algorithm.

python machine learning Artificial Intelligence Data Science

Industrial Machine Learning with Feature Forge

Your intuitions to scikit-learn in just 2 steps

machine learning machinalis open source testing python scikit-learn numpy Data Science

Quepy: python to do question answering

quepy project uses python to do question answering (nl to mql) over freebase

machinalis open source python Natural language processing code Data Science