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https://github.com/ap6yc/cfar

This repository is a workplace for the upcoming "Analysis of Catastrophic Forgetting and Adaptive Resonance Theory Algorithms" paper.
https://github.com/ap6yc/cfar

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This repository is a workplace for the upcoming "Analysis of Catastrophic Forgetting and Adaptive Resonance Theory Algorithms" paper.

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[![cfar-header](https://github.com/AP6YC/FileStorage/blob/main/CFAR/header.png?raw=true)][docs-url]

This repository is a workplace for the upcoming "Analysis of Catastrophic Forgetting and Adaptive Resonance Theory Algorithms" paper.
Please see the [documentation][docs-url].

| **Documentation** | **Docs Build Status** | **DOI** |
|:-----------------:|:---------------------:|:--------:|
| [![Docs][docs-img]][docs-url] | [![Docs Status][doc-status-img]][doc-status-url] | [![DOI][zenodo-img]][zenodo-url] |
| **Testing Status** | **Coveralls** | **Codecov** |
| [![CI Status][ci-img]][ci-url] | [![Coveralls][coveralls-img]][coveralls-url] | [![Codecov][codecov-img]][codecov-url] |

[doc-status-img]: https://github.com/AP6YC/CFAR/actions/workflows/Documentation.yml/badge.svg
[doc-status-url]: https://github.com/AP6YC/CFAR/actions/workflows/Documentation.yml

[ci-img]: https://github.com/AP6YC/CFAR/workflows/CI/badge.svg
[ci-url]: https://github.com/AP6YC/CFAR/actions?query=workflow%3ACI

[codecov-img]: https://codecov.io/gh/AP6YC/CFAR/branch/main/graph/badge.svg
[codecov-url]: https://codecov.io/gh/AP6YC/CFAR

[coveralls-img]: https://coveralls.io/repos/github/AP6YC/CFAR/badge.svg?branch=main
[coveralls-url]: https://coveralls.io/github/AP6YC/CFAR?branch=main

[zenodo-img]: https://zenodo.org/badge/DOI/10.5281/zenodo.10048326.svg
[zenodo-url]: https://doi.org/10.5281/zenodo.10048327

[docs-img]: https://img.shields.io/badge/docs-blue.svg
[docs-url]: https://AP6YC.github.io/CFAR/dev/

## Table of Contents

- [Table of Contents](#table-of-contents)
- [Overview](#overview)
- [Installation](#installation)
- [Usage](#usage)
- [Notes](#notes)
- [Attribution](#attribution)
- [Authors](#authors)
- [Images](#images)

## Overview

TODO

## Installation

```shell
mamba create -n cfar python=3.11
mamba activate cfar
pip install -e '.[dev]'
```

## Usage

TODO

tar results:

```shell
tar -czvf knn.tar.gz knn/
```

## Notes

TODO:
1. Mover dataset
2. TT 1-2, final perfs, n_cats,
3. CVIs
4. Vary vigilance
5. Refactor data utils
6. Dist driver refactor

## Attribution

### Authors

- Sasha Petrenko

### Images

This project uses the following images:

- [Brain icons created by Freepik - Flaticon](https://www.flaticon.com/free-icons/brain) ([artificial-intelligence_901002](https://www.flaticon.com/free-icon/artificial-intelligence_901002))