{"adoption": {"forks": 973, "observed_at": "2026-08-28T04:06:16.714751+00:00", "stars": 2123}, "canonical_url": "https://ross.abutalabs.com/products/golbin-tensorflow-tutorials", "card": {"archived": false, "artifact_type": "learning-resource", "description": "텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다", "domain": ["deep-learning", "machine-learning", "tutorials", "computer-vision"], "enriched": true, "function": ["machine-learning", "deep-learning", "nlp", "computer-vision"], "health_score": 20, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["golbin/TensorFlow-Tutorials"], "name": "golbin/TensorFlow-Tutorials", "platform": ["python"], "pushed_at": "2023-01-04T15:44:59+00:00", "repo": "golbin/TensorFlow-Tutorials", "stars": 2123, "tags": ["tensorflow", "tutorial", "korean", "neural-networks", "mnist", "cnn", "rnn", "gan", "seq2seq", "dqn", "word2vec", "autoencoder", "chatbot", "natural-language-processing"], "topics": ["neural-network", "tensorflow", "mnist", "autoencoder", "rnn", "deep-learning", "tutorial", "chatbot", "seq2seq", "dqn", "word2vec", "cnn", "gan", "inception"], "urls": [], "use_cases": ["learn tensorflow from scratch", "deep learning tutorial code examples", "understand cnn rnn gan basics", "practice building neural networks in tensorflow", "korean-language deep learning learning resource", "introductory examples for mnist classification and chatbots"], "what_it_is": "A step-by-step collection of TensorFlow tutorial source code covering deep learning basics through advanced models like CNN, RNN, GAN, DQN, and seq2seq, with Korean comments. It accompanies the book '골빈해커의 3분 딥러닝' and targets developers new to deep learning.", "when_to_avoid": ["you need production-quality or theoretically rigorous implementations", "you use TensorFlow 2.x or PyTorch exclusively", "you need English documentation"], "when_to_choose": ["you are a beginner wanting simple, minimal TensorFlow examples", "you prefer Korean-language comments and explanations", "you want broad coverage of classic deep learning models in one repo"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/golbin-tensorflow-tutorials", "repo": "golbin/TensorFlow-Tutorials", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:16.714751+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:52:50.083595+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "585c946d8a9db743c885befb5c75f78575d9c71b426e5dc56f6d94df2ae22396", "fetched_at": "2026-08-28T04:06:16.714751+00:00", "kind": "readme", "missing": false, "url": "https://github.com/golbin/TensorFlow-Tutorials"}], "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": 3514, "days_push": 1337, "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}}