{"adoption": {"forks": 244, "observed_at": "2026-08-28T04:07:28.176704+00:00", "stars": 2885}, "canonical_url": "https://ross.abutalabs.com/products/deeplearing-interview-awesome-2024", "card": {"archived": false, "artifact_type": "learning-resource", "description": "AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目", "domain": ["deep-learning", "machine-learning", "large-language-models", "computer-vision", "tutorials", "awesome-lists"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 62, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["315386775/DeepLearing-Interview-Awesome-2024"], "name": "315386775/DeepLearing-Interview-Awesome-2024", "platform": ["python", "cross-platform"], "pushed_at": "2026-03-05T12:56:25+00:00", "repo": "315386775/DeepLearing-Interview-Awesome-2024", "stars": 2885, "tags": ["interview-questions", "llms", "aigc", "pytorch", "leetcode", "self-driving", "medical-imaging", "chinese-language"], "topics": ["aigc", "algorithms", "awesome-cv", "cnn", "deep-learning", "interview-questions", "leetcode-python", "machine-learning", "medical-imaging", "pytorch", "self-driving-car"], "urls": [], "use_cases": ["prepare for deep learning algorithm interviews", "study LLM interview questions with answers", "review computer vision and perception algorithm interview topics", "practice hand-written ML code for interviews", "find curated resources on large language models and AIGC", "learn LoRA and fine-tuning concepts for job interviews"], "what_it_is": "A curated collection of deep learning, LLM, and computer vision interview questions with detailed answers, organized into six topic modules including AIGC, perception algorithms, and hand-written code exercises. It also collects new ideas, resources, and projects from research and industry work, updated continuously.", "when_to_avoid": ["you need a structured course or textbook rather than a question-answer list", "you need English-language interview material", "you want runnable production code rather than study notes"], "when_to_choose": ["you are preparing for ML/DL algorithm engineer interviews at tech companies", "you want a continuously updated question bank covering LLMs, CV, and AIGC", "you prefer Chinese-language explanations with detailed answer references"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/deeplearing-interview-awesome-2024", "repo": "315386775/DeepLearing-Interview-Awesome-2024", "role": "main", "score": 64}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.176704+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:35:23.841897+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3cb4b2af4944e8a936c8b4e4a9c1cec9f5ca21843ce0c4b0bce1ebb1e0ff382d", "fetched_at": "2026-08-28T04:07:28.176704+00:00", "kind": "readme", "missing": false, "url": "https://github.com/315386775/DeepLearing-Interview-Awesome-2024"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 70, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+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": 3085, "days_push": 181, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 64, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}