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1. elements-of-statistical-learning elements-of-statistical-learning Public

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

   R 61 14

2. discreteVAE discreteVAE Public

   Code for our tutorial on Discrete Variational Autoencoders

   Python 32 2

3. notebook-to-microservice notebook-to-microservice Public

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

   Jupyter Notebook 30 21

4. TANGOS TANGOS Public

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

   Jupyter Notebook 19 1

5. lunar-lander lunar-lander Public

   Comparing ML against RL for beating OpenAI's Lunar Lander game

   Jupyter Notebook 1 2

6. mclust-app mclust-app Public

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

   R 1