Naive Discriminative Learning

Naive discriminative learning implements learning and classification models based on the Rescorla-Wagner equations and their equilibrium equations.

The NDL (Naive Discriminative Learning) package

The NDL package implements the Danks Equilibra (read the paper here) for the Rescorla Wagner model of learning (read about the RW model here).

See NEWS for a list of recent changes to the package.

The original paper that describes this model (and which you should use as a citation when reporting ndl models):

Baayen, R. H., Milin, P., Filipovic Durdevic, D., Hendrix, P. and Marelli, M. (2011), An amorphous model for morphological processing in visual comprehension based on naive discriminative learning. Psychological Review 118, 438-482.

can be downloaded from here

See the R documentation for more info and examples. We hope to add a very extensive vignette to the package in the near future.