{"adoption": {"forks": 73, "observed_at": "2026-08-28T04:04:36.972528+00:00", "stars": 1399}, "canonical_url": "https://ross.abutalabs.com/products/awesome-mamba-papers", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Awesome Papers related to  Mamba.", "domain": ["deep-learning", "machine-learning", "artificial-intelligence", "awesome-lists", "tutorials"], "enriched": true, "function": ["documentation"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["yyyujintang/Awesome-Mamba-Papers"], "name": "yyyujintang/Awesome-Mamba-Papers", "platform": ["cross-platform"], "pushed_at": "2024-10-17T14:58:55+00:00", "repo": "yyyujintang/Awesome-Mamba-Papers", "stars": 1399, "tags": ["awesome-list", "mamba", "state-space-models", "papers", "research", "ssm"], "topics": [], "urls": [], "use_cases": ["find papers on mamba state space models", "research transformer alternatives for long sequences", "keep up with new SSM architecture papers", "find vision mamba papers from CVPR or ECCV", "survey state space models for medical imaging", "get started learning about selective state space models"], "what_it_is": "A curated awesome-list of research papers on Mamba and state space models (SSMs), organized by topic with links to papers, code, and conference acceptances. It is actively updated with notes on papers from venues like ICML, CVPR, and MICCAI.", "when_to_avoid": ["you need runnable Mamba implementation code rather than a paper list", "you need tutorials or documentation rather than research papers", "you need exhaustive coverage guaranteed in real time"], "when_to_choose": ["you need a curated, categorized reading list of Mamba/SSM research", "you want paper links plus accompanying code repositories", "you want conference-annotated entries (ICML, CVPR, MICCAI)"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-mamba-papers", "repo": "yyyujintang/Awesome-Mamba-Papers", "role": "main", "score": 26}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.972528+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:39:11.783593+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d6e9e2174a1db69cff69227f13b37abb1dd8649d680823222a47c4846ccfcf7", "fetched_at": "2026-08-28T04:04:36.972528+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yyyujintang/Awesome-Mamba-Papers"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 67, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+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": 948, "days_push": 685, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 26, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}