{"adoption": {"forks": 7262, "observed_at": "2026-08-28T04:12:07.915581+00:00", "stars": 39548}, "canonical_url": "https://ross.abutalabs.com/products/deep-learning-papers-reading-roadmap", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!", "domain": ["deep-learning", "machine-learning", "tutorials", "artificial-intelligence"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 20, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["floodsung/Deep-Learning-Papers-Reading-Roadmap"], "name": "floodsung/Deep-Learning-Papers-Reading-Roadmap", "platform": ["cross-platform"], "pushed_at": "2022-11-27T13:18:32+00:00", "repo": "floodsung/Deep-Learning-Papers-Reading-Roadmap", "stars": 39548, "tags": ["reading-roadmap", "papers", "curated-list", "education", "awesome-list"], "topics": ["deep-learning"], "urls": [], "use_cases": ["find which deep learning paper to read first", "structured curriculum for learning deep learning from papers", "reading list of landmark neural network papers", "progress from deep learning basics to state-of-the-art research", "study plan for convolutional networks and deep learning history"], "what_it_is": "A curated reading roadmap of deep learning research papers organized from foundational history to state-of-the-art topics. It guides newcomers through an ordered list of landmark papers with annotations and star ratings.", "when_to_avoid": ["you need hands-on code tutorials or runnable examples", "you want interactive courses or video lectures", "you need up-to-date coverage of the newest research beyond the roadmap's last update"], "when_to_choose": ["you are a newcomer wanting a guided path through deep learning literature", "you prefer learning from original research papers rather than courses", "you want a curated, ordered list of classic and modern papers"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/deep-learning-papers-reading-roadmap", "repo": "floodsung/Deep-Learning-Papers-Reading-Roadmap", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:07.915581+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:24:07.073972+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "41d0cde7cd38ccd317c4dd4ac31e20849fe34674b0e45705260d91bcdc1872e8", "fetched_at": "2026-08-28T04:12:07.915581+00:00", "kind": "readme", "missing": false, "url": "https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "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": 3610, "days_push": 1375, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}