{"adoption": {"forks": 5139, "observed_at": "2026-08-28T04:11:27.160538+00:00", "stars": 18819}, "canonical_url": "https://ross.abutalabs.com/products/pytorch-deep-learning", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.", "domain": ["deep-learning", "machine-learning", "tutorials", "education"], "enriched": true, "function": ["machine-learning", "deep-learning", "developer-tools"], "health_score": 60, "homepage": "https://learnpytorch.io", "language": "Jupyter Notebook", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["mrdbourke/pytorch-deep-learning"], "name": "mrdbourke/pytorch-deep-learning", "platform": ["python", "cross-platform"], "pushed_at": "2026-02-11T11:11:15+00:00", "repo": "mrdbourke/pytorch-deep-learning", "stars": 18819, "tags": ["pytorch", "course", "jupyter-notebooks", "online-book", "zero-to-mastery", "neural-networks"], "topics": ["pytorch", "machine-learning", "deep-learning"], "urls": [], "use_cases": ["learn pytorch from scratch", "deep learning course for beginners", "pytorch tutorial with notebooks", "study neural networks with pytorch", "pytorch 2.0 introduction", "free deep learning course materials"], "what_it_is": "Open-source course materials for the 'Learn PyTorch for Deep Learning: Zero to Mastery' course, including Jupyter notebooks, an online book at learnpytorch.io, videos, slides, and exercises. It teaches deep learning fundamentals with PyTorch from beginner level through PyTorch 2.0.", "when_to_avoid": ["you need a production deep learning library or tool rather than educational material", "you are already an advanced practitioner seeking cutting-edge research techniques", "you want a framework-agnostic or non-PyTorch (e.g., TensorFlow/JAX) curriculum"], "when_to_choose": ["you are a beginner wanting a code-first, hands-on introduction to PyTorch and deep learning", "you prefer learning through notebooks, videos, and an online book with exercises", "you want free, well-maintained course material covering PyTorch fundamentals through 2.0"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/pytorch-deep-learning", "repo": "mrdbourke/pytorch-deep-learning", "role": "main", "score": 62}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.160538+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:01:17.120055+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "61e371fec8078e918e692b876dc0f5c9466f14abd6bf9df909b9dd269df38aa6", "fetched_at": "2026-08-28T04:11:27.160538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mrdbourke/pytorch-deep-learning"}, {"content_hash": "d0705e173d9f40c89c1db2673fc3b13d1e37d02a0a4716d550eb137e05d00159", "fetched_at": "2026-08-29T07:59:15.861189+00:00", "kind": "homepage", "missing": false, "url": "https://learnpytorch.io"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 67, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1780, "days_push": 203, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 62, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}