Persistent Homology (Part 5)
In part 5 we combine everything we've learned and compute persistent homology barcodes from raw data.
Click to read and post commentsFeb 26, 2017
Feb 23, 2017
Persistent Homology (Part 4)
In part 4 we use linear algebra to build out simple algorithms to efficiently calculate homology groups and Betti numbers.
Click to read and post commentsFeb 23, 2017
Persistent Homology (Part 3)
In part 3 we start calculating homology groups and Betti numbers of simplicial complexes.
Click to read and post commentsFeb 22, 2017
Persistent Homology (Part 2)
In part 2 we implement an algorithm to construct a simplicial complex from data and continue to build up the fundamental mathematical knowledge for TDA
Click to read and post commentsFeb 22, 2017
Topological Data Analysis - Persistent Homology
(Part 1) In this multi-part series we will go through the fundamental mathematics and algorithms of a powerful new tool for analysis of complex data.
Click to read and post commentsOct 30, 2015
Q-learning with Neural Networks
In part 3 of the reinforcement learning series we implement a neural network as the action-value function and use the Q-learning algorithm to train an agent how to play Gridworld.
Click to read and post comments