{"data":{"full_name":"AI4SIM/model-collection","name":"model-collection","description":"This project contains a collection of deep learning models developed by the AI4Sim team with various partners. This is structured on the basis of use-cases providing canonical PyTorch Lightning pipelines allowing to train neural network models that are able to surrogate various physical processes.","stars":16.0,"forks":4.0,"language":"Python","license":"Apache-2.0","archived":0.0,"subcategory":"paper-implementation-collections","last_pushed_at":"2026-03-18T08:09:51+00:00","pypi_package":null,"npm_package":null,"downloads_monthly":0.0,"dependency_count":0.0,"commits_30d":null,"reverse_dep_count":0.0,"maintenance_score":13.0,"adoption_score":6.0,"maturity_score":16.0,"community_score":15.0,"quality_score":50.0,"quality_tier":"established","risk_flags":"['no_package', 'no_dependents']"},"meta":{"timestamp":"2026-04-14T22:00:12.862968+00:00"}}