africa-crop-yield-predictor

Africa Crop Yield Predictor

scikit-learn HistGradientBoostingRegressor pipeline that predicts crop yield (metric tonnes per hectare) for Sub-Saharan African countries/regions.

Files

• crop_yield_model.joblib — trained sklearn pipeline
• model_meta.json — metrics, countries, crops, seasons
• config.yaml — training/inference config

Load

import joblib
from huggingface_hub import hf_hub_download

path = hf_hub_download("CircuitNotion/africa-crop-yield-predictor", "crop_yield_model.joblib")
model = joblib.load(path)

Train/inference code lives in the companion project repository.