Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: structural-alerts
andresilvapimentel/endocrine-disruption-explainer
Endocrine Disruption Explainer is a code to generate structural alerts of endocrine disruption of chemcial compounds using Local Interpretable Model-Agnostic Explanations (LIME) of machine learning models from TOX-21, EDC, and EDKB-FDA datasets.
Language: Jupyter Notebook - Size: 9.49 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0
andresilvapimentel/bbbp-explainer
BBBP Explainer is a code to generate structural alerts of blood-brain barrier penetrating and non-penetrating drugs using Local Interpretable Model-Agnostic Explanations (LIME) of machine learning models from BBBP dataset.
Language: Jupyter Notebook - Size: 18.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 0
andresilvapimentel/mutagen-explainer
Mutagen Explainer is a code to generate structural alerts of mutagenicity of chemcial compounds using Local Interpretable Model-Agnostic Explanations (LIME) of machine learning models from Bursi and Hansen Ames mutagenicity datasets.
Language: Jupyter Notebook - Size: 16.4 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
andresilvapimentel/SARAlerts
SARAlerts is a code to generate structural alerts (toxic alerts) using Local Interpretable Model-Agnostic Explanations (LIME) of machine learning models from Tox21, Clintox, and Sider datasets.
Language: Jupyter Notebook - Size: 4 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 4 - Forks: 0