{"adoption": {"forks": 340, "observed_at": "2026-08-28T04:04:45.049627+00:00", "stars": 1444}, "canonical_url": "https://ross.abutalabs.com/products/dlbook_exercises", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Exercises for the Deep Learning textbook at www.deeplearningbook.org", "domain": ["deep-learning", "machine-learning", "education", "tutorials"], "enriched": true, "function": ["documentation"], "health_score": 20, "homepage": null, "language": "TeX", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["goodfeli/dlbook_exercises"], "name": "goodfeli/dlbook_exercises", "platform": ["python"], "pushed_at": "2022-06-16T17:03:30+00:00", "repo": "goodfeli/dlbook_exercises", "stars": 1444, "tags": ["tex", "textbook-exercises", "deep-learning-book", "solutions"], "topics": [], "urls": [], "use_cases": ["solutions to deep learning textbook exercises", "study companion for the Deep Learning book", "practice problems for learning deep learning theory", "self-study material for neural network fundamentals", "check my answers to deeplearningbook exercises"], "what_it_is": "A collection of exercise solutions for the Deep Learning textbook by Goodfellow, Bengio, and Courville, written in TeX. It accompanies the freely available book at deeplearningbook.org.", "when_to_avoid": ["you want a deep learning framework or runnable code", "you need a beginner tutorial rather than graduate-level exercises", "you want interactive or up-to-date course material"], "when_to_choose": ["you are studying the Deep Learning textbook and want worked solutions", "you want to verify your own exercise answers", "you are teaching a course using the book and need reference solutions"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dlbook_exercises", "repo": "goodfeli/dlbook_exercises", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:45.049627+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:36:17.794218+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ed3a6999260db6ec3afb7c577996290d7b6d8e448052e189353619807a467b97", "fetched_at": "2026-08-28T04:04:45.049627+00:00", "kind": "readme", "missing": false, "url": "https://github.com/goodfeli/dlbook_exercises"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "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": 3797, "days_push": 1539, "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}}