catlearn

Convert output activation to a rating of outcome probability

Formal Modeling for Psychology.

Convert nominal-dimension input representation into a 'padded' (slpSUSTAIN) format

Category breadth CIRP

Inverse Base-rate Effect AP

Simulation of AP krus96 with EXIT model

Input representation of krus96 for models input-compatible with slpEXIT

Input representation of Exp. 1 in Medin et al. (1987) for models input-compatible with slpALCOVE or slpSUSTAIN.

Instantiation frequency CIRP

Simulation of CIRP nosof88 with ex-ALCOVE model

Parameter optimization of ex-ALCOVE model with nosof88 CIRP

Ordinal adequacy test for simulations of nosof88 CIRP

Simulation of CIRP nosof88 with proto-ALCOVE model

Parameter optimization of proto-ALCOVE model with nosof88 CIRP

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

Type I-VI category structure CIRP

Simulation of CIRP nosof94 with BN-ALCOVE model

Simulation of CIRP nosof94 with ex-ALCOVE model

Parameter optimization of ex-ALCOVE model with nosof94 CIRP

Ordinal adequacy test for simulations of nosof94 CIRP

Plot Nosofsky et al. (1994) data / simulations

Simulation of CIRP nosof94 with the SUSTAIN model

Input representation of nosof94 for models input-compatible with slpALCOVE or slpSUSTAIN

Category size CIRP

Simulation of CIRP shin92 with ex-ALCOVE model

Parameter optimization of ex-ALCOVE model with shin92 CIRP

Ordinal adequacy test for simulations of shin92 CIRP

Simulation of CIRP shin92 with proto-ALCOVE model

Parameter optimization of proto-ALCOVE model with shin92 CIRP

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

ALCOVE category learning model

Bush & Mosteller (1951) simple associative learning model

COVIS category learning model

DIVA category learning model

EXIT Category Learning Model

Gluck & Bower (1988) network model

MB/MF reinforcement learning model

Mackintosh (1975) associative learning model

Rescorla-Wagner (1972) associative learning model.

SUSTAIN Category Learning Model

Sum of squared errors

Generalized Context Model

Ordinal adequacy results for all catlearn simulations