{"adoption": {"forks": 209, "observed_at": "2026-08-28T04:03:46.791847+00:00", "stars": 1151}, "canonical_url": "https://ross.abutalabs.com/products/geektutu-interview-questions", "card": {"archived": false, "artifact_type": "learning-resource", "description": "机器学习/深度学习/Python/Go语言面试题笔试题(Machine learning Deep Learning Python and Golang Interview Questions)", "domain": ["machine-learning", "deep-learning", "education", "programming-languages", "tutorials"], "enriched": true, "function": ["machine-learning", "deep-learning"], "health_score": 20, "homepage": "https://geektutu.com/post/qa-ml.html", "language": "Jupyter Notebook", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["geektutu/interview-questions"], "name": "geektutu/interview-questions", "platform": ["python", "go"], "pushed_at": "2024-08-06T18:06:40+00:00", "repo": "geektutu/interview-questions", "stars": 1151, "tags": ["interview-questions", "interview-preparation", "cheat-sheet", "quiz", "golang", "jupyter-notebook", "chinese"], "topics": ["machine-learning", "interview-questions", "deep-learning", "python", "golang"], "urls": [], "use_cases": ["prepare for a machine learning interview", "practice Go language interview questions", "review deep learning concepts before a written test", "study k-fold cross-validation and overfitting questions", "find ML exam questions with answers", "brush up on Python interview questions"], "what_it_is": "A curated collection of machine learning, deep learning, Python, and Go interview and written-exam questions with answers, maintained as Markdown files and blog posts. Questions include multiple-choice and short-answer formats sourced from courses like CMU's ML exam and Andrew Ng's Coursera class.", "when_to_avoid": ["you need a comprehensive textbook or structured course rather than question sets", "you need up-to-date coverage of modern LLM-era interview topics", "you need content in a language other than Chinese"], "when_to_choose": ["you want question-and-answer style study material for ML/DL/Go/Python interviews", "you prefer concise quiz-style review with explanations", "you want free curated questions sourced from university exams and MOOCs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/geektutu-interview-questions", "repo": "geektutu/interview-questions", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:46.791847+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:33:36.489762+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a68e7896ce5eea39e446cc8ff7b16f90da96e4a83538b89a17eb38f30aeb7863", "fetched_at": "2026-08-28T04:03:46.791847+00:00", "kind": "readme", "missing": false, "url": "https://github.com/geektutu/interview-questions"}, {"content_hash": "042d83efb50266d2b91c503d33b4aa9eee3d156575b9f3a261302c68fea3e6cc", "fetched_at": "2026-08-29T12:38:25.213442+00:00", "kind": "homepage", "missing": false, "url": "https://geektutu.com/post/qa-ml.html"}, {"content_hash": "493e84086479c0fb5481d6821788df521686298d9f75b6e99acb3c97f119bd7b", "fetched_at": "2026-08-29T12:38:25.222345+00:00", "kind": "site_page", "missing": false, "url": "https://geektutu.com/post/about.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+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": 3039, "days_push": 757, "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}}