Asset Detail:
LightGBM (LGBM)
Asset Detail:
LightGBM (LGBM)
Overview
| ASSET LINK: | https://modac.cancer.gov/assetDetails?dme_data_id=NCI-DME-MS01-88072945 |
| PROGRAM NAME: | NCI-DOE Collaboration |
| STUDY NAME: | NCI-DOE Collaboration IMPROVE Project: Monotherapy pan-cancer pan-drug response prediction |
| ASSET NAME: | LightGBM (LGBM) |
| ASSET PATH: | /NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/lgbm |
Asset Attributes
| ATTRIBUTE | VALUE |
|---|---|
| ASSET NAME | LightGBM (LGBM) |
| ASSET DESCRIPTION | Model-related files for drug response prediction (DRP). These include the model weights, parameters, and Singularity image and definition file. |
| ASSET IDENTIFIER | lgbm |
| ASSET TYPE | Model |
| MODEL DOMAIN | drug response prediction |
| MODEL FRAMEWORK | LightGBM |
| MODEL PLATFORM | IMPROVE |
| PLATFORM VERSION | None |
| POC NAME | IMPROVE Team |
| POC EMAIL | IMPROVE-AI@nih.gov |
| IS MODEL DEPLOYED | No |
| COLLECTION SIZE | 1.9 MB |
| GITHUB REPOSITORY | https://github.com/JDACS4C-IMPROVE/LGBM |
Asset Files
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| FILE/COLLECTION | FILE SIZE | ACTIONS |
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