0.2.3
  • mlens.config
    • dtype
      • get_dtype
      • set_dtype
    • tmpdir
      • get_tmpdir
      • set_tmpdir
    • backend
      • get_backend
      • set_backend
    • start_method
      • get_start_method
      • set_start_method
    • prefix
      • get_prefix
      • set_prefix
    • ivals
      • get_ivals
      • set_ivals
    • Utility
      • clear_cache
  • mlens.ensemble
    • Base ensemble classes
      • Sequential
      • BaseEnsemble
    • Ready-made ensemble classes
      • SuperLearner
      • Subsemble
      • BlendEnsemble
      • TemporalEnsemble
      • Sequential
  • mlens.estimators
    • BaseEstimator
    • LearnerEstimator
    • TransformerEstimator
    • LayerEnsemble
  • mlens.model_selection
    • BaseEval
    • Evaluator
    • Benchmark
    • benchmark
  • mlens.index
    • Indexers
      • BaseIndex
      • FoldIndex
      • BlendIndex
      • SubsetIndex
      • ClusteredSubsetIndex
      • FullIndex
    • Utilities
      • prune_train
      • partition
      • make_tuple
  • mlens.parallel
    • Graph Nodes
      • Layer
      • Learner
      • Transformer
      • EvalLearner
      • EvalTransformer
      • BaseNode
      • SubLearner
      • SubTransformer
      • EvalSubTransformer
      • IndexedEstimator
      • Cache
    • Handles
      • Group
      • Pipeline
      • make_group
    • Wrappers
      • EstimatorMixin
      • run
    • Backend
      • BaseProcessor
      • ParallelProcessing
      • ParallelEvaluation
      • Job
      • dump_array
    • Base classes
      • BaseBackend
      • BaseParallel
      • BaseEstimator
      • BaseStacker
    • Mixins
      • ParamMixin
      • IndexMixin
      • OutputMixin
      • ProbaMixin
  • mlens.preprocessing
    • Subset
    • Shift
  • mlens.metrics
    • Data
    • assemble_data
    • assemble_table
    • make_scorer
    • rmse
    • mape
    • wape
  • mlens.visualization
    • corrmat
    • clustered_corrmap
    • corr_X_y
    • pca_plot
    • pca_comp_plot
    • exp_var_plot
mlens
  • Docs »
  • Documentation
  • Edit on GitHub

DocumentationΒΆ

  • mlens.config
  • mlens.ensemble
  • mlens.estimators
  • mlens.model_selection
  • mlens.index
  • mlens.parallel
  • mlens.preprocessing
  • mlens.metrics
  • mlens.visualization
  • Homepage
  • Index
  • Module Index

ML Ensemble is licensed under MIT and is hosted on Github.

© Copyright 2017, Sebastian Flennerhag.

Built with Sphinx using a theme provided by Read the Docs.