{"id":18535455,"url":"https://github.com/contextlab/cdl-algonauts-2021","last_synced_at":"2025-05-15T00:18:26.742Z","repository":{"id":88317415,"uuid":"364294364","full_name":"ContextLab/CDL-algonauts-2021","owner":"ContextLab","description":"Contextual Dynamics Lab (Dartmouth) code related to the CCN Algonauts 2021 challenge","archived":false,"fork":false,"pushed_at":"2021-07-08T14:08:00.000Z","size":14,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-17T07:25:31.013Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ContextLab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2021-05-04T15:03:08.000Z","updated_at":"2021-07-08T14:08:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"1378a74c-964d-4a1c-979d-be981ff3f178","html_url":"https://github.com/ContextLab/CDL-algonauts-2021","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ContextLab%2FCDL-algonauts-2021","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ContextLab%2FCDL-algonauts-2021/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ContextLab%2FCDL-algonauts-2021/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ContextLab%2FCDL-algonauts-2021/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ContextLab","download_url":"https://codeload.github.com/ContextLab/CDL-algonauts-2021/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254249207,"owners_count":22039030,"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":"2024-11-06T19:24:11.314Z","updated_at":"2025-05-15T00:18:26.680Z","avatar_url":"https://github.com/ContextLab.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction and overview\n\nThis repository contains the [Contextual Dynamics Lab](http://www.context-lab.com)'s code related to the [CCN Algonauts 2021 challenge](http://algonauts.csail.mit.edu/challenge.html).\n\n## Important dates:\n\n| Description          | Date |\n-----------------------|------|\n| Training data, test data, and development kit released | May 1, 2021 |\n| Challenge submission deadline | August 14, 2021 at 11:59PM (UTC-4) |\n| Challenge report submission deadline | August 22, 2021 |\n| Challenge results released | August 23, 2021 |\n| Virtual session as [CCN 2021](https://2021.ccneuro.org/) | September 7, 2021 |\n\n## Setup instructions\n\n1. Read about the Algonauts 2021 challenge [here](http://algonauts.csail.mit.edu/challenge.html)\n2. Follow the setup instructions [here](https://github.com/Neural-Dynamics-of-Visual-Cognition-FUB/Algonauts2021_devkit) to install the Algonauts Developer's Kit on your computer and download the data.  (*TODO: let's make a Docker container to do this part automatically*)\n3. Fork this repository and clone the fork to your computer\n4. Add yourself to the \"Team CDL contributors\" list below (you'll need to add yourself to your fork and then submit a pull request).  By adding yourself to the team, you agree to:\n    - Maintain clear, open, and regular communications with your fellow team members related to work on this challenge project.  This includes joining the associated [slack channel](https://context-lab.slack.com/archives/C020V4HJFT4) and/or [discord channel](https://discord.com/channels/861636192751845386/861636755182059591) and checking/contributing to it regularly while the project is active.\n    - Participate in the hackathons related to the project\n    - Take responsibility for the methods, code, and results\n    - Assist in writing up and submitting our results\n\n## Team CDL contributors\n\nNote: the tabulated list of team members below is ordered by join date; author order on any publications will be determined based on contributions of:\n- Code and writing (using GitHub to track commits)\n- Ideas (documented on Slack and/or GitHub)\n\n### Team members:\n\n| Name                   | Join date   | GitHub username | Email address        |\n-------------------------|-------------|-----------------|----------------------|\n| Jeremy R. Manning      | May 4, 2021 | [jeremymanning](https://github.com/jeremymanning) | jeremy@dartmouth.edu |\n\n# Approach\n\nSome scattered thoughts (expand and refine later...)\n- hyperalignment-based decoding, similar to what we used [here](https://arxiv.org/abs/1701.08290)\n- some sort of deep learning-based thing-- GAN?  Autoencoder + hyperalignment?  Custom model?\n- use TFA and/or timecorr features?\n- connect with other datasets (e.g. Huth et al. semantic decoding, neurosynth, etc.)?\n\n# Results\n\n(insert description here, including links to Jupyter notebooks for reproducing any figures)\n\n# Bibliography\n\n1. Cichy RM, Dwivedi K, Lahner B, Lascelles A, Iamshchinina P, Graumann M, Andonian A, Murty NAR, Kay K, Roig G, Oliva A (2021) The Algonauts Project 2021 Challenge: How the Human Brain Makes Sense of a World in Motion. *arXiv*: 2104.13714. [[link](https://arxiv.org/abs/2104.13714)]\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontextlab%2Fcdl-algonauts-2021","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcontextlab%2Fcdl-algonauts-2021","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontextlab%2Fcdl-algonauts-2021/lists"}