psiz-brm

Obtaining psychological embeddings through joint kernel and metric learning

This repository can be used to reproduce the results in Roads & Mozer (2019).

Software requirements

You will need a Python interpretter (>= 3.6) along with the an installation of the psiz package (version 0.1.0) in your preferred environment. You can install the correct version of the psiz package using pip: pip install psiz==0.1.0. You can also find version 0.1.0 on GitHub: https://github.com/roads/psiz/archive/v0.1.0.tar.gz.

Once you have the psiz package installed, you can run the script experiment_suite.py. Note that this script is computationally expensive and will typically take a few weeks to finish.

References

Roads, B. D., & Mozer, M. C. (2019). Obtaining psychological embeddings through joint kernel and metric learning. Behavior Research Methods. 51(5), 2180-2193. doi:10.3758/s13428-019-01285-3