cplint

cplint is a suite of programs for reasoning with probabilistic logic programs. It contains programs for both inference and learning.

You can find the manual at http://friguzzi.github.io/cplint/.

You can try it online at http://cplint.eu.

Installation

This is an SWI-Prolog pack.

It can be installed with pack_install/1

$ swipl
?- pack_install(cplint).

Requirements

It requires the packs

• bddem https://github.com/friguzzi/bddem
• auc https://github.com/friguzzi/auc
• matrix https://github.com/friguzzi/matrix

They are installed automatically when installing pack cplint or can installed manually as

$ swipl
?- pack_install(bddem).
?- pack_install(auc).
?- pack_install(matrix).

bddem uses a foreign library and contains the library binaries for 32 and 64 bits Linux, MacOs and 64 bits Windows. If you want to recompile the foreign library you can use

?- pack_rebuild(bddem).

On 32 and 64 bits Linux this should work out of the box. On 64 bits Windows the library must be rebuilt by hand, see the pack page https://github.com/friguzzi/bddem.

You can upgrade the pack with

$ swipl
?- pack_upgrade(cplint).

Note that the packs on which cplint depends are not upgraded automatically in this case so they need to be upgraded manually.

Example of use

$ cd <pack>/cplint/prolog/examples
$ swipl
?- [coin].
?- prob(heads(coin),P).

Testing the installation

$ swipl
?- [library(cplint_test/test)].
?- test.

Datasets

Other machine learning datasets are available in pack cplint_datasets.

Support

Use the Google group https://groups.google.com/forum/#!forum/cplint.