top of page

Workshop 3 | Supervised Learning I

​

> Regression methods

​

Related Tutorials

​

- Multinomial Logistic Regression (Lisa-Marie Müller)

​

Related Software

​

Grasshopper plug-ins

​

- Pug 

- Lunchbox

​

Further material & Examples

​

​

> Bayes classifiers

​

Related Tutorials

​

- Naive Bayes classifiers | Two Classes (Lisa-Marie Müller)

- Naive Bayes classifiers | Multi-label (Lisa-Marie Müller)

​

Related Software

​

Grasshopper plug-ins

​

- Pug 

- Dodo

​

Further material & Examples

​

​

> K-nearest neighbors

​

Related Tutorials

​

- K-nearest Classification with Multiple Labels (Lisa-Marie Müller)

​

Related Software

​

Further material & Examples

​

​

> Decision Trees

​

Related Tutorials

​

- Decision Trees (Lisa-Marie Müller)

​

Related Software

​

Grasshopper plug-ins

​

- Dodo

​

Further material & Examples

​

- Visual Analytics for Generative Design Exploration: An interactive 3D data environment for a computational design system facilitating the performance-driven design process of a nearly Zero-Energy sports hall | Jamal van Kastel

​

> Support Vector Machines

​

Related Tutorials

​

- Support Vector Machines (Lisa-Marie Müller)

​

Related Software

​

Grasshopper plug-ins

​

- Lunchbox

​

Further material & Examples

bottom of page