{"adoption": {"forks": 2806, "observed_at": "2026-08-28T04:11:58.410043+00:00", "stars": 33735}, "canonical_url": "https://ross.abutalabs.com/products/paper-reading", "card": {"archived": false, "artifact_type": "learning-resource", "description": "深度学习经典、新论文逐段精读", "domain": ["deep-learning", "large-language-models", "tutorials"], "enriched": true, "function": ["deep-learning", "documentation"], "health_score": 28, "homepage": null, "language": null, "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["mli/paper-reading"], "name": "mli/paper-reading", "platform": [], "pushed_at": "2025-03-22T03:49:35+00:00", "repo": "mli/paper-reading", "stars": 33735, "tags": ["paper-reading", "video-lectures", "reading-list", "bilibili", "chinese-content", "web-server"], "topics": ["deep-learning", "paper", "reading-list"], "urls": [], "use_cases": ["learn deep learning by reading classic papers", "understand the Llama 3.1 paper in detail", "find guided explanations of GPT-4 and Sora papers", "get a reading list of important ML papers", "watch paper walkthroughs with expert commentary"], "what_it_is": "A curated collection of in-depth video walkthroughs of classic and recent deep learning papers, presented paragraph by paragraph by Mu Li. The repository indexes recorded lectures (on Bilibili and YouTube) covering papers like Sora, Llama 3.1, and GPT-4.", "when_to_avoid": ["you need runnable code or a software tool rather than educational content", "you need English-only content since lectures are in Chinese", "you want interactive tutorials or exercises"], "when_to_choose": ["you want expert, paragraph-by-paragraph explanations of landmark deep learning papers", "you prefer video lectures over reading papers alone", "you want a curated, continuously updated paper reading list"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/paper-reading", "repo": "mli/paper-reading", "role": "main", "score": 38}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.410043+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:28:09.178865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "00b6e454a3d4040e02fd447a184e61fa68b063b0b77297da628140b5512a8959", "fetched_at": "2026-08-28T04:11:58.410043+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mli/paper-reading"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 12, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1776, "days_push": 529, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 38, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}