{"id":26665356,"url":"https://github.com/elsehow/synchronized-brainwave-starter-pack","last_synced_at":"2025-03-25T17:36:59.942Z","repository":{"id":76067913,"uuid":"39918913","full_name":"elsehow/synchronized-brainwave-starter-pack","owner":"elsehow","description":"Starter kit for working with the synchronized brainwave dataset","archived":false,"fork":false,"pushed_at":"2015-08-17T21:20:38.000Z","size":123,"stargazers_count":2,"open_issues_count":0,"forks_count":3,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-04-15T07:13:53.803Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/elsehow.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":"2015-07-29T22:15:09.000Z","updated_at":"2024-01-10T03:42:42.000Z","dependencies_parsed_at":"2023-03-02T13:01:04.815Z","dependency_job_id":null,"html_url":"https://github.com/elsehow/synchronized-brainwave-starter-pack","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/elsehow%2Fsynchronized-brainwave-starter-pack","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elsehow%2Fsynchronized-brainwave-starter-pack/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elsehow%2Fsynchronized-brainwave-starter-pack/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elsehow%2Fsynchronized-brainwave-starter-pack/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/elsehow","download_url":"https://codeload.github.com/elsehow/synchronized-brainwave-starter-pack/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245511377,"owners_count":20627378,"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":"2025-03-25T17:36:59.317Z","updated_at":"2025-03-25T17:36:59.931Z","avatar_url":"https://github.com/elsehow.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Starter kit for working with the synchronized brainwave dataset\n\nHere's an example, along with a few support libraries, on how to work with data from the [synchronized brainwave dataset](http://biosense.berkeley.edu/indra_mids_5_15_dlpage/).\n\nDownload the dataset, name the folder \"dataset\" and place it in the root directory of this project to run the example.\n\n## Core API\n\n`feature_vector_generator(subject_num, time0, time1)`\n\nReturns a generator of feature vectors for the given subject between time0 and time1.\n\nOptionally, this can take a third argument, `sq`, which defines a threshold signal quality to be eligible in a feature vector. (By default, only readings with perfect signal quality are included).\n\n## Notes\n\nOf particular note is lib/featurevectorgenerator.py, which contains most of logic around building feature vectors. (The rest is from @wazaahhh's [brainlib](https://github.com/wazaahhh/brainlib)).\n\nRunning example.py requires scikit-learn and numpy, plus dateutil for parsing dates from the source .csv files. You should be able to `pip install` all of these on your platform.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felsehow%2Fsynchronized-brainwave-starter-pack","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felsehow%2Fsynchronized-brainwave-starter-pack","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felsehow%2Fsynchronized-brainwave-starter-pack/lists"}