Food4Rhino

Dendrite Plugin : A Grasshopper plugin for machine learning tasks

This plugin provides components for data analysis, feature evaluation, and predictive modeling. The first release focuses on data preprocessing and the basics of regression and classification algorithms, allowing designers and architects to experiment with simple data-driven workflows within parametric design.

Key features:

Data preprocessing: Cleaning, normalizing, and transforming datasets.

Basic predictive modeling: Initial support for regression and classification tasks.

Feature evaluation: Assessing feature importance and correlations.

Visualization: Plotting data distributions, model performance, and prediction results.

Integration: Seamless interaction with other Grasshopper components for geometry-driven workflows.

Future releases will expand the algorithms and capabilities, delivering a fully-featured suite of machine learning tools for parametric design optimization and predictive modeling.

I would greatly appreciate any feedback on this plugin to help improve it in future releases. You can reach me via email at: morteza.khorsandnikoo@uibk.ac.at.