How-to guides#

Short, task-focused recipes for problems you will meet once you have learned the basics.

Speed up fitting with numba

Install numba to fit the built-in models many times faster, and compile your own models too.

Speed up your own model

Write your model function for all trials at once, check it against the per-trial version, and fit it about 10 times faster.

Parallelise model fitting

Fit many participants at once on a single machine, including on Windows and in Jupyter.

Run fits on a computing cluster

Split participants across the nodes of a SLURM cluster with a job array, then combine the results.