e-delaney

Eoin Delaney's repositories

Instance-Based_CFE_TSC

This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classification.

Language:Jupyter NotebookBSD-2-Clause18 10

group_cfe

Codebase for our work on Group Counterfactual Explanations.

Language:Jupyter NotebookMIT1 30

Univariate-Sales-Forecasting-Walmart-

Making univariate sales forecasts using Prophet and DTW k-NN case retrieval augmentation.

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Algorithm_Practice

This is a repository where I try to implement some algorithms from scratch.

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cfe_images_how_people_differ_from_machines

This repository contains ground truth user counterfactual explanations for explaining the misclassifications of a CNN on images from (i) MNIST and (ii) Quickdraw.

Language:Jupyter NotebookMIT000

e-delaney.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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example_website_theme

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

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GS_MNIST

Attempt at applying the Growing Spheres method to MNIST

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oxonfair

Fairness toolkit for pytorch, scikit learn and autogluon

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ts_user_study_data

Data for time series user study comparing factual and counterfactual explanation explanations for a time series classification task (Engine Fault Detection).

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ucr_time_series_class_prototypes

Simple code to quickly retrieve class prototypes for any dataset in the UCR archive!

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