cleands package

Subpackages

• cleands.Classification package
  • Submodules
• cleands.Clustering package
  • Submodules
• cleands.DimensionReduction package
  • Submodules
• cleands.Distribution package
  • Submodules
• cleands.Prediction package
  • Submodules

Submodules

• cleands.base module
  • learning_model
  • supervised_model
  • unsupervised_model
  • prediction_model
  • classification_model
  • clustering_model
  • distribution_model
  • dimension_reduction_model
  • supervised_dimension_reduction_model
  • likelihood_type
  • likelihood_model
  • parametric_distribution_model
  • prediction_likelihood_model
  • broom_model
  • variance_model
  • SupervisedModel
  • PredictionModel
  • ClassificationModel
  • UnsupervisedModel
  • ClusteringModel
  • DimensionReductionModel
• cleands.formula module
  • USE_CARET
  • LOGGING
  • bind()
  • unique()
  • split_expression()
  • match_parens()
  • make_pretty_minus()
  • bin()
  • parse()
  • parse_expression()
  • parse_basic()
  • parse_complex()
  • parse_complex_expression_by_splitting_on_string()
  • parse_term()
  • is_interaction()
  • in_numpy()
  • is_as_is()
  • generate_interactions()
  • special_power()
  • special_power_funcs
  • check_special_power_funcs()
• cleands.utils module
  • one_hot_encode()
  • itemfreq()
  • itemprob()
  • expit()
  • hstack()
  • vstack()
  • bind()
  • grid_search()
  • gradient_descent()
  • newton()
  • add_intercept()
  • test_train_split()
  • test_split_pandas()
  • k_fold_cross_validation()
  • bootstrap()
  • set_product()
  • intercept()
  • C()