{"adoption": {"forks": 950, "observed_at": "2026-08-28T04:10:52.680123+00:00", "stars": 12428}, "canonical_url": "https://ross.abutalabs.com/products/gpu-puzzles", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Solve puzzles. Learn CUDA.", "domain": ["gpu-computing", "education", "machine-learning", "tutorials"], "enriched": true, "function": ["developer-tools", "gpu-computing", "machine-learning"], "health_score": 20, "homepage": null, "language": "Jupyter Notebook", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["srush/GPU-Puzzles"], "name": "srush/GPU-Puzzles", "platform": ["python", "browser"], "pushed_at": "2024-09-01T16:14:47+00:00", "repo": "srush/GPU-Puzzles", "stars": 12428, "tags": ["cuda", "jupyter-notebook", "numba", "puzzles", "interactive-learning", "kernels", "gpu"], "topics": ["cuda", "machine-learning", "puzzles"], "urls": [], "use_cases": ["learn CUDA programming interactively", "practice writing GPU kernels in Python", "understand how deep learning GPU algorithms work", "teach parallel programming with puzzles", "get hands-on with Numba CUDA without writing C++"], "what_it_is": "An interactive Jupyter notebook of programming puzzles that teaches beginner GPU/CUDA kernel programming using Numba's Python-to-CUDA mapping. Learners implement kernels directly in the notebook, designed to be run in Google Colab with a GPU runtime.", "when_to_avoid": ["you need production CUDA code or performance tuning guidance", "you want a comprehensive CUDA reference or textbook", "you have no access to a GPU or Colab runtime"], "when_to_choose": ["you know Python and want to learn GPU programming from scratch", "you want a hands-on, puzzle-driven introduction to CUDA kernels", "you want to build intuition for how GPU parallelism powers deep learning"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gpu-puzzles", "repo": "srush/GPU-Puzzles", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:52.680123+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:14:04.901115+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef4b6cbe167917287662809cdaebee561422f2a35acef2a25881c63e200b78e", "fetched_at": "2026-08-28T04:10:52.680123+00:00", "kind": "readme", "missing": false, "url": "https://github.com/srush/GPU-Puzzles"}], "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": 1514, "days_push": 731, "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}}