{"adoption": {"forks": 182, "observed_at": "2026-08-28T04:04:33.959615+00:00", "stars": 1381}, "canonical_url": "https://ross.abutalabs.com/products/traingenerator", "card": {"archived": false, "artifact_type": "application", "description": "🧙 A web app to generate template code for machine learning", "domain": ["machine-learning", "deep-learning", "web-development", "developer-tools"], "enriched": true, "function": ["web-framework", "machine-learning", "templating"], "health_score": 20, "homepage": "https://traingenerator.jrieke.com", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["jrieke/traingenerator"], "name": "jrieke/traingenerator", "platform": ["python", "self-hosted"], "pushed_at": "2023-08-23T08:35:09+00:00", "repo": "jrieke/traingenerator", "stars": 1381, "tags": ["streamlit", "pytorch", "scikit-learn", "tensorflow", "code-templates", "jupyter-notebook", "google-colab", "boilerplate-generator", "code-generation", "web-server"], "topics": ["machine-learning", "deep-learning", "template", "website", "webapp", "streamlit", "pytorch", "scikit-learn", "sklearn", "tensorflow", "pytorch-ignite", "machine-learning-tutorials", "pytorch-lightning"], "urls": [], "use_cases": ["generate boilerplate code for a pytorch image classification project", "create a machine learning training script template", "jumpstart an sklearn project with starter code", "export a training pipeline as a jupyter notebook or colab", "generate template code with tensorboard or comet.ml logging"], "what_it_is": "Traingenerator is a Streamlit-based web app that generates custom template code for machine learning projects with PyTorch and scikit-learn. Users configure preprocessing, model setup, training, and visualization options through a web UI and export the result as .py, Jupyter Notebook, or Google Colab files.", "when_to_avoid": ["you need templates for Keras/TensorFlow or PyTorch Lightning (not yet available)", "you need production-ready training code rather than a starting template", "you need an actively developed tool with recent updates"], "when_to_choose": []}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/traingenerator", "repo": "jrieke/traingenerator", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:33.959615+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:40:10.864680+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c3f9472d5c7576bd710d613200a7c72a184374d2e07351e63ea03b24d25fb55f", "fetched_at": "2026-08-28T04:04:33.959615+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jrieke/traingenerator"}, {"content_hash": "cf73a040b7a712f3b814ac43b304c3721954d7b53043262251876352db718eea", "fetched_at": "2026-08-29T11:56:08.397452+00:00", "kind": "homepage", "missing": false, "url": "https://traingenerator.jrieke.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2099, "days_push": 1106, "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}}