{"id":20109195,"url":"https://github.com/neurotechx/dl-eeg-playground","last_synced_at":"2025-09-01T02:36:54.954Z","repository":{"id":80817219,"uuid":"112804646","full_name":"NeuroTechX/dl-eeg-playground","owner":"NeuroTechX","description":"Deep Learning EEG Playground","archived":false,"fork":false,"pushed_at":"2024-08-15T16:04:38.000Z","size":2250,"stargazers_count":73,"open_issues_count":5,"forks_count":28,"subscribers_count":13,"default_branch":"master","last_synced_at":"2025-04-04T19:12:17.039Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NeuroTechX.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-12-02T02:02:11.000Z","updated_at":"2025-03-03T00:03:07.000Z","dependencies_parsed_at":"2024-12-17T10:05:22.076Z","dependency_job_id":"650386f2-c02b-4644-8d12-394f9bb4c78d","html_url":"https://github.com/NeuroTechX/dl-eeg-playground","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/NeuroTechX/dl-eeg-playground","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTechX%2Fdl-eeg-playground","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTechX%2Fdl-eeg-playground/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTechX%2Fdl-eeg-playground/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTechX%2Fdl-eeg-playground/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NeuroTechX","download_url":"https://codeload.github.com/NeuroTechX/dl-eeg-playground/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTechX%2Fdl-eeg-playground/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273066558,"owners_count":25039614,"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","status":"online","status_checked_at":"2025-09-01T02:00:09.058Z","response_time":120,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-13T18:07:24.736Z","updated_at":"2025-09-01T02:36:54.937Z","avatar_url":"https://github.com/NeuroTechX.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# dl-eeg-playground\nYou have found the Deep Learning EEG Playground, put together by the Montreal Hacknight. \n\nThe repo is a bit messy, but what you should find in here:\n- examples on how to usual stuff with colab\n- a pyRiemann comparative example\n- brain-decode based experimentations:\n    - tutorial from their website\n    - x86 execution\n    - colab based code\n    - sklearn wrapper\n    \nWe are currently working toward integrating braindecode into MOABB, feel free to join us every other Fridays @ District 3 Innovation Center\n\n\n# SETUP\n\n- We assume you are using Anaconda, python 3.5\n\n- Install Brain Decode: https://github.com/robintibor/braindecode\n  - If you are on Windows, [You can install PyTorch using these instructions. You only need to go up to step 4.A.](https://www.superdatascience.com/pytorch/) \n- Go through the TrialWise Tutorial: https://robintibor.github.io/braindecode/notebooks/TrialWise_Decoding.html to make sure everything is setup properly\n- Download this dataset : Two class motor imagery (002-2014) at http://bnci-horizon-2020.eu/database/data-sets\n- put everything in an new folder (here)/BBCIData/\n\nThe remaining of the project is described in our jupyter notebook(s)\n1 - Two-Classes Classification (BNCI)\n\n# SETUP (Google Colab)\n\n1. Download `2 - Two-Classes Classification (BNCI) Colab.ipynb` and upload it on your Google Drive.\n1. Open [Google Colab](https://colab.research.google.com)\n1. Instructions for dataset download and python library installation are described in the Jupyter notebook.\n\n## Resources\nFor more papers on DL applications on EEG, you could refer to this [repo](https://github.com/arnaghosh/DL-neuro_Papers). Feel free to contribute.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurotechx%2Fdl-eeg-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneurotechx%2Fdl-eeg-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurotechx%2Fdl-eeg-playground/lists"}