{"adoption": {"forks": 395, "observed_at": "2026-08-28T04:04:10.073102+00:00", "stars": 1261}, "canonical_url": "https://ross.abutalabs.com/products/undergraduate", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Collection of undergraduate course homework and projects", "domain": ["education", "tutorials", "computer-vision", "machine-learning", "graphics"], "enriched": true, "function": ["developer-tools"], "health_score": 20, "homepage": null, "language": "C++", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Trinkle23897/Undergraduate"], "name": "Trinkle23897/Undergraduate", "platform": ["cpp", "python", "cross-platform"], "pushed_at": "2019-10-25T00:03:30+00:00", "repo": "Trinkle23897/Undergraduate", "stars": 1261, "tags": ["coursework", "homework", "assignments", "tsinghua", "cs231n", "reinforcement-learning", "reference-code"], "topics": ["assignment", "coursework", "course-project"], "urls": [], "use_cases": ["find reference solutions for undergraduate CS assignments", "study CS231n assignment solutions", "learn reinforcement learning from CS294-112 homework", "see examples of Tsinghua CS course projects", "browse computer graphics course project code", "compare my own coursework implementations with others", "find machine learning course homework solutions"], "what_it_is": "A curated archive of one student's undergraduate coursework, homework, and course projects from Tsinghua University's CS program, plus online courses like Andrew Ng's Machine Learning, CS231n, and CS294-112. It serves as reference implementations and study material covering programming, algorithms, computer graphics, image processing, machine learning, and deep reinforcement learning.", "when_to_avoid": ["you need production-quality, maintained software", "you want a tutorial or structured course rather than raw homework code", "academic integrity rules prohibit consulting others' assignment solutions"], "when_to_choose": ["you want reference code for similar university courses", "you are studying machine learning, computer vision, or graphics and want worked examples", "you are a Tsinghua CST student looking for prior coursework examples"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/undergraduate", "repo": "Trinkle23897/Undergraduate", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.073102+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T05:04:17.094752+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a1976f250787ce9d30d827bb98639c583cd3ac9a19276a0445b6529fc27ff0d", "fetched_at": "2026-08-28T04:04:10.073102+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Trinkle23897/Undergraduate"}], "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": 2702, "days_push": 2505, "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}}