mlpy
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Contents

  • MLPy
  • Installation
  • Usage
  • Contributing
  • Credits
  • History
  • 0.1.0 (2015-08-11)

Reference

  • Agent design (mlpy.agents)
  • Auxiliary functions (mlpy.auxiliary)
  • Clustering package (mlpy.cluster)
  • Constants (mlpy.constants)
  • Environments (mlpy.environments)
  • Experiment Infrastructure (mlpy.experiments)
  • Knowledge representations (mlpy.knowledgerep)
  • Learning algorithms (mlpy.learners)
  • Markov decision process (MDP) (mlpy.mdp)
  • Modules and design patterns (mlpy.modules)
  • Optimization tools (mlpy.optimize)
  • Planning tools (mlpy.planners)
  • Search tools (mlpy.search)
  • Statistical functions (mlpy.stats)
  • Dynamic Bayesian networks (mlpy.stats.dbn)
  • mlpy.stats.is_posdef
  • mlpy.stats.randpd
  • mlpy.stats.stacked_randpd
  • mlpy.stats.normalize_logspace
  • mlpy.stats.sq_distance
  • mlpy.stats.partitioned_cov
  • mlpy.stats.partitioned_mean
  • mlpy.stats.partitioned_sum
  • mlpy.stats.shrink_cov
  • mlpy.stats.canonize_labels
  • mlpy.stats.nonuniform
  • mlpy.stats.gibbs
  • mlpy.stats.conditional_normal
  • mlpy.stats.conditional_student
  • mlpy.stats.conditional_mix_normal
  • mlpy.stats.multivariate_normal
  • mlpy.stats.multivariate_student
  • mlpy.stats.invwishart
  • mlpy.stats.normal_invwishart
  • mlpy.stats.models.markov
  • Dynamic Bayesian networks (mlpy.stats.dbn)
  • Tools (mlpy.tools)
mlpy
  • Docs »
  • Overview: module code
  • Edit on GitHub

All modules for which code is available

  • abc
  • mlpy.agents.fsm
  • mlpy.agents.modules
  • mlpy.agents.world
  • mlpy.auxiliary.array
  • mlpy.auxiliary.datasets
  • mlpy.auxiliary.datastructs
  • mlpy.auxiliary.io
  • mlpy.auxiliary.misc
  • mlpy.cluster.vq
  • mlpy.environments.utils.gridworld
  • mlpy.environments.utils.webots.client
  • mlpy.knowledgerep.cbr.engine
  • mlpy.knowledgerep.cbr.features
  • mlpy.knowledgerep.cbr.methods
  • mlpy.knowledgerep.cbr.similarity
  • mlpy.learners
    • mlpy.learners.offline
      • mlpy.learners.offline.irl
    • mlpy.learners.online
      • mlpy.learners.online.rl
  • mlpy.mdp
    • mlpy.mdp.continuous.casml
    • mlpy.mdp.discrete
    • mlpy.mdp.distrib
    • mlpy.mdp.stateaction
  • mlpy.modules
    • mlpy.modules.patterns
  • mlpy.optimize.algorithms
  • mlpy.optimize.utils
  • mlpy.planners
    • mlpy.planners.discrete
    • mlpy.planners.explorers
      • mlpy.planners.explorers.discrete
  • mlpy.search
    • mlpy.search.informed
  • mlpy.stats._conditional
  • mlpy.stats._multivariate
  • mlpy.stats._stats
  • mlpy.stats.dbn.hmm
  • mlpy.stats.models._basic
  • mlpy.stats.models.mixture
  • mlpy.tools.configuration
  • mlpy.tools.log
  • mlpy.tools.misc
  • mock
  • threading

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