Changes for version 0.01
- First version
Modules
Probabilistic Logic Programming in Perl.
Stores discrete probability distributions and statistical moments.
Smart outcome container with transparent dereferencing.
Abstract base class for probabilistic inference engines.
Exact possible world enumeration solver with analytical gradients.
Markov Chain Monte Carlo (Metropolis-Hastings) inference engine.
Monte Carlo rejection sampling inference engine.
Represents an annotated disjunction or categorical random choice.
Represents an independent probabilistic fact.
Represents a probabilistic logic program.
Stores inference results and statistical measures.
Snapshot serialization and deserialization for probabilistic models.
Declarative hybrid syntax for probabilistic relational logic.
Examples
- examples/Monty_Hall.pl
- examples/alarm.pl
- examples/cointoss.pl
- examples/database.pl
- examples/first_order_coins.pl
- examples/movie_listings.pl
- examples/network_reliability.pl
- examples/parallel_rejection.pl
- examples/pod_example_1.pl
- examples/pod_example_2.pl
- examples/smoking_friends.pl
- examples/two_dice.pl
- examples/whiskey.pl