Machine Learning – Lauren Lederer

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MLSP 2014 Schizophrenia Classification Challenge

on January 6, 2022January 6, 2022

*work in progress* Using the data from the MLSP 2014 Schizophrenia Classification Challenge, I am working on implementing the winning code from the original challenge in Python (instead of MATLAB). This techniques uses a Gaussian Process Classifier to try to determine if a patient has schizophrenia.

Writing Machine Learning Algorithms from Scratch

on January 6, 2022January 6, 2022

This Github repository includes various algorithms that I am working on implementing from scratch in Python. Writing out the code for a particular algorithm has helped me solidify my understanding so that I can appropriately implement and optimize them in real use cases later on. This repo is a work in progress.