Formal Psychological Models of Categorization and Learning

act2probrat | Convert output activation to a rating of outcome probability |

catlearn-package | Formal Modeling for Psychology. |

homa76 | Category breadth CIRP |

krus96 | Inverse Base-rate Effect AP |

krus96exit | Simulation of AP krus96 with EXIT model |

krus96train | Input representation of krus96 for models input-compatible... |

nosof88 | Instantiation frequency CIRP |

nosof88exalcove | Simulation of CIRP nosof88 with ex-ALCOVE model |

nosof88exalcove_opt | Parameter optimization of ex-ALCOVE model with nosof88 CIRP |

nosof88oat | Ordinal adequacy test for simulations of nosof88 CIRP |

nosof88protoalcove | Simulation of CIRP nosof88 with proto-ALCOVE model |

nosof88protoalcove_opt | Parameter optimization of proto-ALCOVE model with nosof88... |

nosof88train | Input representation of nosof88 for models input-compatible... |

nosof94 | Type I-VI category structure CIRP |

nosof94bnalcove | Simulation of CIRP nosof94 with BN-ALCOVE model |

nosof94exalcove | Simulation of CIRP nosof94 with ex-ALCOVE model |

nosof94exalcove_opt | Parameter optimization of ex-ALCOVE model with nosof94 CIRP |

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 |

nosof94train | Input representation of nosof94 for models input-compatible... |

shin92 | Category size CIRP |

shin92exalcove | Simulation of CIRP shin92 with ex-ALCOVE model |

shin92exalcove_opt | Parameter optimization of ex-ALCOVE model with shin92 CIRP |

shin92oat | Ordinal adequacy test for simulations of shin92 CIRP |

shin92protoalcove | Simulation of CIRP shin92 with proto-ALCOVE model |

shin92protoalcove_opt | Parameter optimization of proto-ALCOVE model with shin92 CIRP |

shin92train | Input representation of shin92 for models input-compatible... |

slpALCOVE | ALCOVE category learning model |

slpBM | Bush & Mosteller (1951) simple associative learning model |

slpCOVIS | COVIS category learning model |

slpDIVA | DIVA category learning model |

slpEXIT | EXIT Category Learning Model |

slpMBMF | MB/MF reinforcement learning model |

slpRW | Rescorla-Wagner (1972) associative learning model. |

slpSUSTAIN | SUSTAIN Category Learning Model |

ssecl | Sum of squared errors |

stsimGCM | Generalized Context Model |

thegrid | Ordinal adequacy results for all catlearn simulations |

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