GRAPE makes it easy to fit a regression model with hyperparameter optimization.
Project description
GRAPE
GRAPE is a regression API in Python environment
Description
GRAPE makes it easy to fit a regression model with hyperparameter optimization. It strings together the workflow of model fitting, hyperparameter tuning, and model diagnostics. (model interpretability coming soon!).
- Available Regression Methods
- Elastic Net (from sklearn)
- Random Forest (from sklearn)
- xgboost
- lightgbm
- Hyperparameter Optimization
- Grape Uses Hyperopt's tree parzen estimator
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