{"adoption": {"forks": 285, "observed_at": "2026-08-28T04:04:58.171672+00:00", "stars": 1524}, "canonical_url": "https://ross.abutalabs.com/products/awesome-bci", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Curated Collection of BCI resources", "domain": ["awesome-lists", "tutorials", "artificial-intelligence", "education"], "enriched": true, "function": ["developer-tools", "documentation"], "health_score": 78, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["NeuroTechX/awesome-bci"], "name": "NeuroTechX/awesome-bci", "platform": ["cross-platform"], "pushed_at": "2026-08-05T18:39:57+00:00", "repo": "NeuroTechX/awesome-bci", "stars": 1524, "tags": ["awesome-list", "bci", "brain-computer-interface", "eeg", "neuroscience", "curated-resources"], "topics": [], "urls": [], "use_cases": ["find open-source EEG analysis toolboxes", "learn how to get started with brain-computer interfaces", "discover BCI hardware and DIY EEG devices", "locate brain signal datasets for research", "find BCI competitions and conferences", "explore tutorials and project ideas for neurotech"], "what_it_is": "A curated awesome list of Brain-Computer Interface (BCI) resources maintained by the NeuroTechX community. It catalogs software toolboxes, hardware devices, datasets, tutorials, competitions, and reading materials related to neurotechnology.", "when_to_avoid": ["you need a working software tool rather than a list of links", "you need up-to-date exhaustive coverage rather than a curated snapshot", "you need clinical-grade or certified neurotechnology solutions"], "when_to_choose": ["you are starting out in BCI and need a curated entry point", "you want to discover tools, datasets, and communities in neurotechnology", "you are building a BCI project and need hardware or software recommendations"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-bci", "repo": "NeuroTechX/awesome-bci", "role": "main", "score": 75}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:58.171672+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:31:41.793191+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7cd869f48c3bd6244f5776299cc479d040c6242ee3ef9b9211ee8294e9a5eb5a", "fetched_at": "2026-08-28T04:04:58.171672+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NeuroTechX/awesome-bci"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 96, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3855, "days_push": 28, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 75, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}