| - id: "YieldEstimationTransformer:0.1.0" | |
| owner: "Sarikaa Sridhar" | |
| primaryThrust: "useInspired/DA" | |
| name: "Yield Estimation Transformer" | |
| status: "AlphaRelease" | |
| description: > | |
| A transformer-based model for county-level corn yield estimation using | |
| multi-temporal weekly weather observations and 66 static soil properties. | |
| It produces yield estimates in bushels per acre at seasonal cutoffs from | |
| week 20 through week 52, and is packaged as a Hugging Face model for | |
| deployment through FlexServ. | |
| componentVersion: "0.1.0" | |
| targetIcicleRelease: "2026-08" | |
| hasDependentComponents: | |
| - related_to: "FlexServInference:1.4.0" | |
| relationship_type: "DependsOn" | |
| licenseUrl: "https://huggingface.co/ICICLE-AI/yield-estimation/blob/main/LICENSE" | |
| publicAccess: true | |
| sourceCodeUrl: "https://huggingface.co/ICICLE-AI/yield-estimation" | |
| testsWritten: false | |
| developerDocumentationAvailable: false | |
| trainingTutorialsAvailable: true | |