cpm.optimisation#
Fit models to data: optimisers, the objective functions they minimise, and tools to compare fitted models.
Optimisers#
Class representing the Fmin search (bounded) optimization algorithm using the L-BFGS-B method. |
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Class representing the Fmin search (unbounded) optimization algorithm using a downhill simplex. |
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Class representing scipy's Minimize algorithm wrapped for subject-level parameter estimations. |
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Class representing the Differential Evolution optimization algorithm. |
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Class representing the Bayesian Adaptive Direct Search (BADS) optimization algorithm. |
Objective functions#
Calculate the cross entropy. |