alanjeffares/data-science-nanodegree

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alanjeffares/data-science-nanodegree

alanjeffares

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My complete solutions to the four projects undertaken as part of the Udacity Data Science nanodegree

elements-of-statistical-learning

Documenting my progress as I work through The Elements of Statistical Learning book by T. Hastie, R. Tibshirani, and J. Friedman

notebook-to-microservice

Sample repository (to accompany my blog post) for putting machine learning code into production.

Jupyter Notebook

TANGOS

Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in our ICLR 2023 paper.

Jupyter Notebook

subtractive-clustering

My implementation of the subtractive clustering algorithm as described in Sheng-Wu Xiong, Xiao-Xiao Niu and Hong-Bing Liu, (2005)

not-double-descent

joint-ensembles

mclust-app

An R Shiny application implementing mclust, a popular R package for model based clustering and classification