Implementation of the TRF
Our group ran our data with 5 different models. As a base model our group has tested with Mixed Von Mises. As a comparison models, our group has ran the data with Turner et al's The Gaussian Process Autoregressive Regression Model (GPAR), Slindernan et al.'s SSM model, and Wolff, et al.'s MOGPTK: The Multi-Output Gaussian Process Toolkit. Because our data cannot be open to the public, we have created synthetic data to run models, and have created examples of each in our Example Folder](/Example).
Example for four models can be found at Example Folder
- More information on GPAR can be found at GPAR's Repo Page
- More information on HMM and SLDS can be found at SSM's Repo Page
- More information on MOGPTK can be found at MOGPTK's Repo Page
- GPAR
- pip install gpar
- HMM and SLDS
- pip install ssm
- MOGPTK
- pip install mogptk