{"id":15482798,"url":"https://github.com/ap6yc/deepart","last_synced_at":"2026-01-07T14:09:29.834Z","repository":{"id":230469170,"uuid":"407674510","full_name":"AP6YC/DeepART","owner":"AP6YC","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-12T05:23:47.000Z","size":16427,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-12T05:25:45.518Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AP6YC.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-09-17T20:41:57.000Z","updated_at":"2025-03-12T05:23:50.000Z","dependencies_parsed_at":"2024-04-02T17:32:25.655Z","dependency_job_id":"db184ba2-c368-4074-b502-79b310998ee2","html_url":"https://github.com/AP6YC/DeepART","commit_stats":null,"previous_names":["ap6yc/deepart"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AP6YC%2FDeepART","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AP6YC%2FDeepART/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AP6YC%2FDeepART/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AP6YC%2FDeepART/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AP6YC","download_url":"https://codeload.github.com/AP6YC/DeepART/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246049641,"owners_count":20715512,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-02T05:10:02.497Z","updated_at":"2026-01-07T14:09:29.822Z","avatar_url":"https://github.com/AP6YC.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![deepart-header](https://github.com/AP6YC/FileStorage/blob/main/DeepART/header.png?raw=true)][docs-url]\n\nA repository containing implementations and experiments for the upcoming paper _Deep Adaptive Resonance_.\n\n| **Documentation** | **Testing Status** | **Zenodo DOI** |\n|:-----------------:|:------------------:|:--------------:|\n| [![Docs][docs-img]][docs-url] | [![CI Status][ci-img]][ci-url] | [![DOI][zenodo-img]][zenodo-url] |\n\n[zenodo-img]: https://zenodo.org/badge/DOI/10.5281/zenodo.10896042.svg\n[zenodo-url]: https://zenodo.org/doi/10.5281/zenodo.10896042\n\n[ci-img]: https://github.com/AP6YC/DeepART/workflows/CI/badge.svg\n[ci-url]: https://github.com/AP6YC/DeepART/actions?query=workflow%3ACI\n\n[docs-img]: https://img.shields.io/badge/docs-blue.svg\n[docs-url]: https://AP6YC.github.io/DeepART/\n\n## Table of Contents\n\n- [Table of Contents](#table-of-contents)\n- [Basic Usage](#basic-usage)\n- [Python](#python)\n- [Attribution](#attribution)\n  - [Authors](#authors)\n  - [Datasets](#datasets)\n  - [Assets](#assets)\n  - [Quotes](#quotes)\n\n[julia-lang]: https://julialang.org/\n[julia-docs]: https://docs.julialang.org/en/v1/\n[drwatson-docs]: https://juliadynamics.github.io/DrWatson.jl/dev/\n\n## Basic Usage\n\nFor detailed usage, please read the [documentation][docs-url].\n\nThe `DeepART` project is a [`Julia`][julia-lang] project, so its use follows typical [Julia][julia-docs] usage.\nThe `DeepART` project also utilizes [`DrWatson.jl`][drwatson-docs] for organizing and running simulations.\n\nThe library code for the project is contained in `src/`, while all experiments are enumerated in `scripts`.\nEach folder therein contains a simple README for the order of running experiments.\n\nFor example, after installing Julia on your system, you instantiate this project with\n\n```julia\nusing Pkg; Pkg.activate(); Pkg.instantiate()\n```\n\nand run an experiment interactively with\n\n```julia\ninclude(\"scripts/1_baselines/single/conv.jl\")\n```\n\nor through the terminal with\n\n```shell\njulia --project=\".\" \"scripts/1_baselines/single/conv.jl\"\n```\n\n## Python\n\nThe Python component of this project can be installed on `python=3.12` with\n\n```sh\npip install -r requirements\n```\n\nor in editable mode with\n\n```sh\npip install -e \"./src/deepart\n```\n\n## Attribution\n\n### Authors\n\n- Sasha Petrenko - \u003csap625@mst.edu\u003e - [@AP6YC](https://github.com/AP6YC)\n\n### Datasets\n\n- [Indoor Scene Recognition](https://web.mit.edu/torralba/www/indoor.html)\n  - [Direct Link](http://groups.csail.mit.edu/vision/LabelMe/NewImages/indoorCVPR_09.tar)\n\n### Assets\n\n- [Deep-learning icons created by Freepik - Flaticon](https://www.flaticon.com/free-icons/deep-learning) ([deep-learning_2080961](https://www.flaticon.com/free-icon/deep-learning_2080961))\n- [Unlearned Font](https://www.1001fonts.com/unlearned-font.html)\n\n### Quotes\n\n\u003e To achieve great things, two things are needed: a plan and not quite enough time\n\u003e\n\u003e --\u003ccite\u003e Leonard Bernstein \u003c/cite\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fap6yc%2Fdeepart","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fap6yc%2Fdeepart","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fap6yc%2Fdeepart/lists"}