{"id":24676693,"url":"https://github.com/fededagos/celltypes-classification","last_synced_at":"2026-05-11T16:10:19.130Z","repository":{"id":62271579,"uuid":"534995396","full_name":"fededagos/celltypes-classification","owner":"fededagos","description":"Source code for the dissertation \"Deep Learning Approaches Towards Semi-Supervised Cell Type Classification in Cerebellar Neuropixels Recordings\" submitted as requirement of the MSc in Machine Learning at UCL","archived":false,"fork":false,"pushed_at":"2022-10-29T16:38:23.000Z","size":40191,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-26T12:44:58.200Z","etag":null,"topics":["deep-learning","machine-learning","neuroscience","pyro","pytorch","semi-supervised-learning","variational-autoencoder"],"latest_commit_sha":null,"homepage":"","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/fededagos.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}},"created_at":"2022-09-10T12:44:37.000Z","updated_at":"2024-05-10T21:30:57.000Z","dependencies_parsed_at":"2022-10-29T17:45:30.380Z","dependency_job_id":null,"html_url":"https://github.com/fededagos/celltypes-classification","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/fededagos%2Fcelltypes-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fededagos%2Fcelltypes-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fededagos%2Fcelltypes-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fededagos%2Fcelltypes-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fededagos","download_url":"https://codeload.github.com/fededagos/celltypes-classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244843388,"owners_count":20519780,"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":["deep-learning","machine-learning","neuroscience","pyro","pytorch","semi-supervised-learning","variational-autoencoder"],"created_at":"2025-01-26T12:45:13.956Z","updated_at":"2026-05-11T16:10:19.090Z","avatar_url":"https://github.com/fededagos.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Approaches Towards Semi-Supervised Cell Type Classification in Cerebellar Neuropixels Recordings\n\nSource code for the homonymous dissertation submitted as part requirement for the MSc Machine Learning at UCL. \nFull text dissertation available for download [here](https://files.fededagos.me/COMP0091_Dagostino.pdf).\n\nThe **cerebellum dataset** on which all experiments are based can be downloaded [here](https://files.fededagos.me/datasets/cerebellum_dataset.h5).\nTo correctly replicate the experiments, download the dataset and place it in your root directory.\n\nDetails on the the exact python environment used to run the experiments are in `environment.yml`.\n\nMinimum requirements are in `requirements.txt`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffededagos%2Fcelltypes-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffededagos%2Fcelltypes-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffededagos%2Fcelltypes-classification/lists"}