{"adoption": {"forks": 590, "observed_at": "2026-08-28T04:06:21.806700+00:00", "stars": 2171}, "canonical_url": "https://ross.abutalabs.com/products/yao62995-tensorflow", "card": {"archived": false, "artifact_type": "learning-resource", "description": "图解tensorflow 源码", "domain": ["deep-learning", "machine-learning", "tutorials", "developer-tools"], "enriched": true, "function": ["machine-learning", "developer-tools", "documentation"], "health_score": 20, "homepage": "http://www.cnblogs.com/yao62995/p/5773578.html", "language": null, "license": null, "license_family": "other", "maturity": "abandoned", "member_repos": ["yao62995/tensorflow"], "name": "yao62995/tensorflow", "platform": ["python", "cpp", "cross-platform"], "pushed_at": "2016-11-11T12:34:39+00:00", "repo": "yao62995/tensorflow", "stars": 2171, "tags": ["tensorflow-internals", "source-code-analysis", "diagrams", "session", "graph", "kernels", "chinese-language"], "topics": [], "urls": [], "use_cases": ["understand how tensorflow session run works internally", "learn tensorflow graph construction and optimization internals", "study tensorflow device placement and memory allocation algorithms", "understand matmul and conv2d forward and backward kernel implementation", "learn tensorflow architecture from source code diagrams"], "what_it_is": "A curated collection of illustrated articles analyzing TensorFlow's internal source code, covering Session, Graph, Kernels, and Devices with UML diagrams and flowcharts. The repository serves as an index linking to blog posts written in Chinese.", "when_to_avoid": ["you need up-to-date coverage of modern TensorFlow 2.x or Keras internals", "you want a beginner tutorial on using TensorFlow rather than reading its source", "you cannot read Chinese, since all content is in Chinese"], "when_to_choose": ["you want to deeply understand TensorFlow's internal architecture and execution flow", "you prefer visual, diagram-driven explanations of complex C++ source code", "you are studying how Session::Run, graph optimization, or BFC memory allocation work"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/yao62995-tensorflow", "repo": "yao62995/tensorflow", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.806700+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:49:18.834919+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "45ec6fbd699d1ec3a3c11e467ba50e820465d881942cf39b1d1266001c2b9616", "fetched_at": "2026-08-28T04:06:21.806700+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yao62995/tensorflow"}, {"content_hash": "8d1c815ffdf64687b4d936f54047630288e63de5b9ea3142a24f16fd8709deee", "fetched_at": "2026-08-29T10:29:48.657769+00:00", "kind": "homepage", "missing": false, "url": "http://www.cnblogs.com/yao62995/p/5773578.html"}], "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": 3684, "days_push": 3582, "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}}