Learning algorithms (mlpy.learners)

LearnerFactory The learner factory.
ILearner The learner interface.

Online learners (mlpy.learners.online)

IOnlineLearner The online learner base class.

Reinforcement learning

RLLearner The reinforcement learning learner interface.
QLearner Performs q-learning.
RLDTLearner Performs reinforcement learning using decision trees.

Offline learners (mlpy.learners.offline)

IOfflineLearner The offline learner base class.

Inverse reinforcement learning

ApprenticeshipLearner The apprenticeship learner.
IncrApprenticeshipLearner Incremental apprenticeship learner.