{"adoption": {"forks": 380, "observed_at": "2026-08-28T04:03:43.710461+00:00", "stars": 1136}, "canonical_url": "https://ross.abutalabs.com/products/machinelp-tensorflow", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Tensorflow实战学习笔记、代码、机器学习进阶系列", "domain": ["machine-learning", "deep-learning", "tutorials", "computer-vision"], "enriched": true, "function": ["machine-learning", "deep-learning", "computer-vision"], "health_score": 20, "homepage": null, "language": "Jupyter Notebook", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["MachineLP/Tensorflow-"], "name": "MachineLP/Tensorflow-", "platform": ["python"], "pushed_at": "2020-09-30T04:03:03+00:00", "repo": "MachineLP/Tensorflow-", "stars": 1136, "tags": ["tensorflow", "jupyter-notebooks", "chinese-language", "tutorials", "face-detection"], "topics": [], "urls": [], "use_cases": ["learn tensorflow with practical code examples", "study machine learning fundamentals with annotated code", "find face detection tutorials in tensorflow", "understand tensorflow api usage", "learn deep learning in chinese", "get hands-on tensorflow2 tutorial notebooks"], "what_it_is": "A collection of Chinese-language TensorFlow learning notes, code examples, and machine learning study series organized as Jupyter notebooks. It covers TensorFlow in action, machine learning fundamentals, face detection, and TensorFlow API explanations.", "when_to_avoid": ["you need up-to-date TensorFlow 2.x content or active maintenance", "you need English-language materials", "you want a production-ready library rather than study notes"], "when_to_choose": ["you prefer learning from annotated notebook code in Chinese", "you want practical TensorFlow examples including face detection", "you are studying machine learning from a hands-on perspective"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/machinelp-tensorflow", "repo": "MachineLP/Tensorflow-", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:43.710461+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:36:26.343444+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40e8f9215397bf2c660598ee5419dfa9ed8a28ed3e76771759eecf6237aed484", "fetched_at": "2026-08-28T04:03:43.710461+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MachineLP/Tensorflow-"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "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": 3217, "days_push": 2163, "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}}