catlearn1.1 package

Formal Psychological Models of Categorization and Learning

act2probrat

Convert output activation to a rating of outcome probability

catlearn-package

Formal Modeling for Psychology.

convertSUSTAIN

Convert nominal-dimension input representation into a 'padded' (slpSUS...

krus96exit

Simulation of AP krus96 with EXIT model

krus96train

Input representation of krus96 for models input-compatible with slpEXI...

nosof88protoalcove_opt

Parameter optimization of proto-ALCOVE model with nosof88 CIRP

nosof88protoalcove

Simulation of CIRP nosof88 with proto-ALCOVE model

nosof88train

Input representation of nosof88 for models input-compatible with slpAL...

shin92exalcove_opt

Parameter optimization of ex-ALCOVE model with shin92 CIRP

shin92exalcove

Simulation of CIRP shin92 with ex-ALCOVE model

nosof94train

Input representation of nosof94 for models input-compatible with slpAL...

slpMBMF

MB/MF reinforcement learning model

slpNNCAG

A Neural Network with Competitive Attentional Gating (NNCAG)

slpNNRAS

A Neural Network with Rapid Attentional Shifts (NNRAS)

slpRW

Rescorla-Wagner (1972) associative learning model.

slpSUSTAIN

SUSTAIN Category Learning Model

ssecl

Sum of squared errors

stsimGCM

Generalized Context Model

medin87train

Input representation of Exp. 1 in Medin et al. (1987) for models input...

nosof88exalcove_opt

Parameter optimization of ex-ALCOVE model with nosof88 CIRP

nosof88exalcove

Simulation of CIRP nosof88 with ex-ALCOVE model

nosof88oat

Ordinal adequacy test for simulations of nosof88 CIRP

nosof94bnalcove

Simulation of CIRP nosof94 with BN-ALCOVE model

nosof94exalcove_opt

Parameter optimization of ex-ALCOVE model with nosof94 CIRP

nosof94exalcove

Simulation of CIRP nosof94 with ex-ALCOVE model

nosof94oat

Ordinal adequacy test for simulations of nosof94 CIRP

nosof94plot

Plot Nosofsky et al. (1994) data / simulations

nosof94sustain

Simulation of CIRP nosof94 with the SUSTAIN model

shin92oat

Ordinal adequacy test for simulations of shin92 CIRP

shin92protoalcove_opt

Parameter optimization of proto-ALCOVE model with shin92 CIRP

shin92protoalcove

Simulation of CIRP shin92 with proto-ALCOVE model

shin92train

Input representation of shin92 for models input-compatible with slpALC...

slpALCOVE

ALCOVE category learning model

slpBM

Bush & Mosteller (1951) simple associative learning model

slpCOVIS

COVIS category learning model

slpDGCM

Similarity-Dissimilarity Generalized Context Model (DGCM)

slpDIVA

DIVA category learning model

slpEXIT

EXIT Category Learning Model

slpLMSnet

Gluck & Bower (1988) network model

slpMack75

Mackintosh (1975) associative learning model

Formal psychological models of categorization and learning, independently-replicated data sets against which to test them, and simulation archives.

  • Maintainer: Andy Wills
  • License: GPL (>= 2)
  • Last published: 2025-03-31