{"adoption": {"forks": 511, "observed_at": "2026-08-28T04:04:44.107309+00:00", "stars": 1439}, "canonical_url": "https://ross.abutalabs.com/products/yousanai", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Awesome resources of yousan.ai(closely related to deep learning).", "domain": ["deep-learning", "machine-learning", "computer-vision", "tutorials", "awesome-lists"], "enriched": true, "function": ["deep-learning", "machine-learning", "computer-vision", "nlp", "speech-recognition", "documentation"], "health_score": 20, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["longpeng2008/yousan.ai"], "name": "longpeng2008/yousan.ai", "platform": ["cross-platform", "python"], "pushed_at": "2024-07-10T09:32:35+00:00", "repo": "longpeng2008/yousan.ai", "stars": 1439, "tags": ["awesome-list", "deep-learning-resources", "ebooks", "courses", "chinese-language", "study-guide", "natural-language-processing"], "topics": [], "urls": [], "use_cases": ["find deep learning learning resources", "learn image classification and segmentation", "study GANs with courses and books", "find resources for object detection", "learn large language models and ChatGPT fundamentals", "compare deep learning frameworks like pytorch and tensorflow", "find Chinese-language deep learning textbooks", "plan a computer vision engineer learning path"], "what_it_is": "A curated awesome-list of deep learning study resources including projects, ebooks, and courses, maintained by the yousan.ai community. It covers major frameworks like TensorFlow, PyTorch, and Caffe, with a strong focus on computer vision tasks and Chinese-language books and courses.", "when_to_avoid": ["you need runnable code or a software library rather than a resource list", "you only want English-language materials", "you need an actively maintained, comprehensive awesome list with recent updates"], "when_to_choose": ["you want a curated index of deep learning books, courses, and projects", "you prefer Chinese-language learning materials for computer vision", "you want an overview of multiple deep learning frameworks and tasks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/yousanai", "repo": "longpeng2008/yousan.ai", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:44.107309+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:36:36.756121+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bc16d9dfda5f6b2bf84d2c3b79dfced82d9ba7ed906165b26c039725042cc95", "fetched_at": "2026-08-28T04:04:44.107309+00:00", "kind": "readme", "missing": false, "url": "https://github.com/longpeng2008/yousan.ai"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:39:23.370411+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": 2720, "days_push": 784, "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}}