Alan Jeffares (alanjeffares)

alanjeffares

Geek Repo

Location:Cambridge

Home Page:alanjeffares.com

Twitter:@Jeffaresalan

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Alan Jeffares's repositories

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.

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TANGOS

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

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data-science-nanodegree

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

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subtractive-clustering

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

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mclust-app

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

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super-learner

My implementation of the stacked ensemble Super Learner as described in Mark J. van der Laan et al, (2007)

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lunar-lander

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

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Simplex

This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.

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tabular-dl-revisiting-models

The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data" (NeurIPS 2021)

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vision

Datasets, Transforms and Models specific to Computer Vision

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