Group: LearnLib

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Infrastructure and core interfaces of LearnLib

LearnLib Testsupport

A collection of membership oracles

A collection of utility methods for learning setups (oracle wrappers, etc.)

A collection of algorithms for handling counterexamples in automata learning

A collection of equivalence oracles

Utilities for simulating SULs

Caches to avoid posing duplicate membership queries

Module for data structures shared by multiple learning algorithms of LearnLib

LearnLib Distribution

LearnLib Ralib

LearnLib Tooling

Filters for collecting statistical data

LearnLib Archetypes

This artifact provides the implementation of the L* learning algorithm described in the paper "Learning Regular Sets from Queries and Counterexamples" (https://doi.org/10.1016/0890-5401(87)90052-6) by Dana Angluin including variations ...

This artifact provides the implementation of the DHC learning algorithm as described in the paper "Automata Learning with on-the-Fly Direct Hypothesis Construction" (https://doi.org/10.1007/978-3-642-34781-8_19) by Maik Merten, Falk ...

This artifact provides the implementation of the learning algorithm described in the book "An Introduction to Computational Learning Theory" by Michael Kearns and Umesh Vazirani.

Support for posing membership queries in parallel

This artifact provides the implementation of the TTT algorithm as described in the paper "The TTT Algorithm: A Redundancy-Free Approach to Active Automata Learning" (https://doi.org/10.1007/978-3-319-11164-3_26) by Malte Isberner, ...

Basic support for test driver creation