Slides and code for SciPy 2013 talk - "A Gentle Introduction To Machine Learning"
Solution code from my winning submission to Kaggle's PyCon 2015 competition
SymPy tutorial for SciPy 2013
Neural networks in Theano (ABANDONED/DISCONTINUED) - see dagbldr for a continuation of this code ...
Talk for SciPy2015 "Deep Learning: Tips From The Road"
SciPy tutorials. This is outdated, check out scipy-lecture-notes
Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us...
Scikit-learn tutorials for the Scipy 2013 conference
Slides, data, and examples from my Scipy2015 talk
Content for the SciPy 2015 Cython tutorial: http://www.scipy2015.scipy.org/ehome/115969/289057/?&
EuroScipy 2014 tutorial: Introduction to predictive analytics with pandas and scikit-learn
Scikit-Learn tutorial material for Scipy 2015
Implementation of different ML Algorithms from scratch, written in Python 3.x