{"adoption": {"forks": 306, "observed_at": "2026-08-28T04:05:34.589935+00:00", "stars": 1776}, "canonical_url": "https://ross.abutalabs.com/products/awesome-transfer-learning", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)", "domain": ["machine-learning", "deep-learning", "tutorials", "awesome-lists"], "enriched": true, "function": ["machine-learning"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["artix41/awesome-transfer-learning"], "name": "artix41/awesome-transfer-learning", "platform": ["cross-platform"], "pushed_at": "2023-08-25T08:09:09+00:00", "repo": "artix41/awesome-transfer-learning", "stars": 1776, "tags": ["transfer-learning", "domain-adaptation", "awesome-list", "papers", "curated-list"], "topics": ["transfer-learning", "domain-adaptation", "unsupervised-learning", "paper", "awesome-list"], "urls": [], "use_cases": ["find papers on unsupervised domain adaptation", "learn transfer learning fundamentals", "find datasets for domain adaptation experiments", "survey deep transfer learning methods", "find tutorials on fine-tuning and few-shot learning"], "what_it_is": "A curated awesome-list of papers, tutorials, datasets, and libraries on transfer learning and domain adaptation. It is no longer actively maintained but still accepts pull requests.", "when_to_avoid": ["you need up-to-date resources, as the list is not actively maintained", "you need a software library or runnable code rather than references"], "when_to_choose": ["you need a starting point for research on transfer learning or domain adaptation", "you want a categorized reading list of papers and tutorials", "you are looking for datasets for domain-to-domain translation tasks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-transfer-learning", "repo": "artix41/awesome-transfer-learning", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:34.589935+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:25:15.507104+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d55f7c4a4e8510b0ee578e4d8f2d2ec8769f7dd175495b9d32a0c9f7aab5b94c", "fetched_at": "2026-08-28T04:05:34.589935+00:00", "kind": "readme", "missing": false, "url": "https://github.com/artix41/awesome-transfer-learning"}], "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": 3233, "days_push": 1104, "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}}