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Jim Simpson's Projects

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

ez2ec2 icon ez2ec2

Easily create cheap Amazon AWS EC2 spot instances

mooc-coursera-ml icon mooc-coursera-ml

Programming exercises from Andrew Ng's Machine Learning MOOC on Coursera

mooc-edx-apache-spark icon mooc-edx-apache-spark

Programming exercises from BerkeleyX: CS100.1x Introduction to Big Data with Apache Spark MOOC on edX

spark-fsm icon spark-fsm

This project provides sequential pattern mining for Apache Spark. The algorithms are based on the work of Philippe Fournier-Viger and comprise his SPADE and TSR algorithm. This enables to perform sequential pattern and also sequential rule mining.

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