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vastorbit 0.1.x documentation
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vastorbit 0.1.x documentation
  • Getting Started
  • Connection
  • What’s New
    • Version 0.1.0 (Beta)
  • Contribution Guidelines
    • CI/CD Pipeline
      • Black
      • Pylint
      • Unit Tests
      • Code Coverage
      • Automated Documentation using Sphinx
    • Code Contribution
      • Setting-Up the Environment
      • Unit Tests
      • Useful Functions
      • Miscellaneous
      • Automatic Documentation
        • Render Your Docstring
        • Complete Example
      • Code Example
  • Examples
    • Learn Examples
      • Titanic
      • Iris
      • Wine Quality
      • Commodities
      • Pokemon
    • Understand Examples
      • Amazon
      • COVID-19
      • Africa Education
    • Business Examples
      • Coming Soon
      • Estimating Lithium-ion Battery Health
      • Booking
      • Telco Churn
      • Credit Card Fraud
      • Football
      • Health Insurance Costs
      • Movies Scoring and Clustering
      • Smart Meters
      • Spam
      • Predicting Popularity on Spotify
  • API Reference
    • Connection
      • connection.auto_connect
      • connection.available_connections
      • connection.connect
      • connection.current_connection
      • connection.current_cursor
      • connection.get_connection_file
      • connection.get_confparser
      • connection.read_dsn
      • connection.vast_connection
      • connection.vastorbitlab_connection
      • connection.change_auto_connection
      • connection.new_connection
      • connection.set_connection
      • connection.close_connection
      • connection.delete_connection
      • connection.global_connection.GlobalConnection
      • connection.global_connection.GlobalConnection.get_connection
      • connection.global_connection.GlobalConnection.get_dsn
      • connection.global_connection.GlobalConnection.get_dsn_section
      • connection.global_connection.GlobalConnection.set_connection
    • Datasets
      • datasets.load_airline_passengers
      • datasets.load_amazon
      • datasets.load_cities
      • datasets.load_commodities
      • datasets.load_iris
      • datasets.load_market
      • datasets.load_pop_growth
      • datasets.load_smart_meters
      • datasets.load_titanic
      • datasets.load_winequality
      • datasets.load_world
      • datasets.gen_dataset
      • datasets.gen_meshgrid
      • datasets.load_dataset_cl
      • datasets.load_dataset_num
      • datasets.load_dataset_reg
    • Error Handling
      • errors.ConversionError
      • errors.EmptyParameter
      • errors.ExtensionError
      • errors.FunctionError
      • errors.MissingColumn
      • errors.MissingRelation
      • errors.MissingSchema
      • errors.ModelError
      • errors.OptionError
      • errors.ParsingError
      • errors.QueryError
      • errors.VersionError
    • Geospatial
      • sql.geo.coordinate_converter
      • VastFrame.to_geopandas
      • VastColumn.geo_plot
      • VastColumn.apply
    • Jupyter Extensions
      • jupyter.extensions.chart_magic.chart_magic
      • jupyter.extensions.sql_magic.sql_magic
    • Machine Learning
      • VAST Models
        • Classification
          • machine_learning.vast.svm.LinearSVC
          • machine_learning.vast.svm.LinearSVC.classification_report
          • machine_learning.vast.svm.LinearSVC.confusion_matrix
          • machine_learning.vast.svm.LinearSVC.contour
          • machine_learning.vast.svm.LinearSVC.cutoff_curve
          • machine_learning.vast.svm.LinearSVC.deploySQL
          • machine_learning.vast.svm.LinearSVC.drop
          • machine_learning.vast.svm.LinearSVC.export_models
          • machine_learning.vast.svm.LinearSVC.features_importance
          • machine_learning.vast.svm.LinearSVC.fit
          • machine_learning.vast.svm.LinearSVC.get_attributes
          • machine_learning.vast.svm.LinearSVC.get_match_index
          • machine_learning.vast.svm.LinearSVC.get_params
          • machine_learning.vast.svm.LinearSVC.get_plotting_lib
          • machine_learning.vast.svm.LinearSVC.import_models
          • machine_learning.vast.svm.LinearSVC.lift_chart
          • machine_learning.vast.svm.LinearSVC.plot
          • machine_learning.vast.svm.LinearSVC.prc_curve
          • machine_learning.vast.svm.LinearSVC.predict
          • machine_learning.vast.svm.LinearSVC.predict_proba
          • machine_learning.vast.svm.LinearSVC.report
          • machine_learning.vast.svm.LinearSVC.roc_curve
          • machine_learning.vast.svm.LinearSVC.score
          • machine_learning.vast.svm.LinearSVC.set_params
          • machine_learning.vast.svm.LinearSVC.summarize
          • machine_learning.vast.svm.LinearSVC.to_binary
          • machine_learning.vast.svm.LinearSVC.to_memmodel
          • machine_learning.vast.svm.LinearSVC.to_python
          • machine_learning.vast.svm.LinearSVC.to_sql
          • machine_learning.vast.svm.LinearSVC.object_type
          • machine_learning.vast.svm.LinearSVC.classes_
          • machine_learning.vast.linear_model.LogisticRegression
          • machine_learning.vast.linear_model.LogisticRegression.classification_report
          • machine_learning.vast.linear_model.LogisticRegression.confusion_matrix
          • machine_learning.vast.linear_model.LogisticRegression.contour
          • machine_learning.vast.linear_model.LogisticRegression.cutoff_curve
          • machine_learning.vast.linear_model.LogisticRegression.deploySQL
          • machine_learning.vast.linear_model.LogisticRegression.drop
          • machine_learning.vast.linear_model.LogisticRegression.export_models
          • machine_learning.vast.linear_model.LogisticRegression.features_importance
          • machine_learning.vast.linear_model.LogisticRegression.fit
          • machine_learning.vast.linear_model.LogisticRegression.get_attributes
          • machine_learning.vast.linear_model.LogisticRegression.get_match_index
          • machine_learning.vast.linear_model.LogisticRegression.get_params
          • machine_learning.vast.linear_model.LogisticRegression.get_plotting_lib
          • machine_learning.vast.linear_model.LogisticRegression.import_models
          • machine_learning.vast.linear_model.LogisticRegression.lift_chart
          • machine_learning.vast.linear_model.LogisticRegression.plot
          • machine_learning.vast.linear_model.LogisticRegression.prc_curve
          • machine_learning.vast.linear_model.LogisticRegression.predict
          • machine_learning.vast.linear_model.LogisticRegression.predict_proba
          • machine_learning.vast.linear_model.LogisticRegression.report
          • machine_learning.vast.linear_model.LogisticRegression.roc_curve
          • machine_learning.vast.linear_model.LogisticRegression.score
          • machine_learning.vast.linear_model.LogisticRegression.set_params
          • machine_learning.vast.linear_model.LogisticRegression.summarize
          • machine_learning.vast.linear_model.LogisticRegression.to_binary
          • machine_learning.vast.linear_model.LogisticRegression.to_memmodel
          • machine_learning.vast.linear_model.LogisticRegression.to_python
          • machine_learning.vast.linear_model.LogisticRegression.to_sql
          • machine_learning.vast.linear_model.LogisticRegression.object_type
          • machine_learning.vast.linear_model.LogisticRegression.classes_
          • machine_learning.vast.ensemble.RandomForestClassifier
          • machine_learning.vast.ensemble.RandomForestClassifier.classification_report
          • machine_learning.vast.ensemble.RandomForestClassifier.confusion_matrix
          • machine_learning.vast.ensemble.RandomForestClassifier.contour
          • machine_learning.vast.ensemble.RandomForestClassifier.cutoff_curve
          • machine_learning.vast.ensemble.RandomForestClassifier.deploySQL
          • machine_learning.vast.ensemble.RandomForestClassifier.drop
          • machine_learning.vast.ensemble.RandomForestClassifier.export_models
          • machine_learning.vast.ensemble.RandomForestClassifier.features_importance
          • machine_learning.vast.ensemble.RandomForestClassifier.fit
          • machine_learning.vast.ensemble.RandomForestClassifier.get_attributes
          • machine_learning.vast.ensemble.RandomForestClassifier.get_match_index
          • machine_learning.vast.ensemble.RandomForestClassifier.get_params
          • machine_learning.vast.ensemble.RandomForestClassifier.get_plotting_lib
          • machine_learning.vast.ensemble.RandomForestClassifier.get_tree
          • machine_learning.vast.ensemble.RandomForestClassifier.import_models
          • machine_learning.vast.ensemble.RandomForestClassifier.lift_chart
          • machine_learning.vast.ensemble.RandomForestClassifier.plot
          • machine_learning.vast.ensemble.RandomForestClassifier.plot_tree
          • machine_learning.vast.ensemble.RandomForestClassifier.prc_curve
          • machine_learning.vast.ensemble.RandomForestClassifier.predict
          • machine_learning.vast.ensemble.RandomForestClassifier.predict_proba
          • machine_learning.vast.ensemble.RandomForestClassifier.report
          • machine_learning.vast.ensemble.RandomForestClassifier.roc_curve
          • machine_learning.vast.ensemble.RandomForestClassifier.score
          • machine_learning.vast.ensemble.RandomForestClassifier.set_params
          • machine_learning.vast.ensemble.RandomForestClassifier.summarize
          • machine_learning.vast.ensemble.RandomForestClassifier.to_binary
          • machine_learning.vast.ensemble.RandomForestClassifier.to_graphviz
          • machine_learning.vast.ensemble.RandomForestClassifier.to_memmodel
          • machine_learning.vast.ensemble.RandomForestClassifier.to_python
          • machine_learning.vast.ensemble.RandomForestClassifier.to_sql
          • machine_learning.vast.ensemble.RandomForestClassifier.object_type
          • machine_learning.vast.ensemble.GradientBoostingClassifier
          • machine_learning.vast.ensemble.GradientBoostingClassifier.classification_report
          • machine_learning.vast.ensemble.GradientBoostingClassifier.confusion_matrix
          • machine_learning.vast.ensemble.GradientBoostingClassifier.contour
          • machine_learning.vast.ensemble.GradientBoostingClassifier.cutoff_curve
          • machine_learning.vast.ensemble.GradientBoostingClassifier.deploySQL
          • machine_learning.vast.ensemble.GradientBoostingClassifier.drop
          • machine_learning.vast.ensemble.GradientBoostingClassifier.export_models
          • machine_learning.vast.ensemble.GradientBoostingClassifier.features_importance
          • machine_learning.vast.ensemble.GradientBoostingClassifier.fit
          • machine_learning.vast.ensemble.GradientBoostingClassifier.get_attributes
          • machine_learning.vast.ensemble.GradientBoostingClassifier.get_match_index
          • machine_learning.vast.ensemble.GradientBoostingClassifier.get_params
          • machine_learning.vast.ensemble.GradientBoostingClassifier.get_plotting_lib
          • machine_learning.vast.ensemble.GradientBoostingClassifier.get_tree
          • machine_learning.vast.ensemble.GradientBoostingClassifier.import_models
          • machine_learning.vast.ensemble.GradientBoostingClassifier.lift_chart
          • machine_learning.vast.ensemble.GradientBoostingClassifier.plot
          • machine_learning.vast.ensemble.GradientBoostingClassifier.plot_tree
          • machine_learning.vast.ensemble.GradientBoostingClassifier.prc_curve
          • machine_learning.vast.ensemble.GradientBoostingClassifier.predict
          • machine_learning.vast.ensemble.GradientBoostingClassifier.predict_proba
          • machine_learning.vast.ensemble.GradientBoostingClassifier.report
          • machine_learning.vast.ensemble.GradientBoostingClassifier.roc_curve
          • machine_learning.vast.ensemble.GradientBoostingClassifier.score
          • machine_learning.vast.ensemble.GradientBoostingClassifier.set_params
          • machine_learning.vast.ensemble.GradientBoostingClassifier.summarize
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_binary
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_graphviz
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_json
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_memmodel
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_python
          • machine_learning.vast.ensemble.GradientBoostingClassifier.to_sql
          • machine_learning.vast.ensemble.GradientBoostingClassifier.object_type
          • machine_learning.vast.naive_bayes.NaiveBayes
          • machine_learning.vast.naive_bayes.NaiveBayes.classification_report
          • machine_learning.vast.naive_bayes.NaiveBayes.confusion_matrix
          • machine_learning.vast.naive_bayes.NaiveBayes.contour
          • machine_learning.vast.naive_bayes.NaiveBayes.cutoff_curve
          • machine_learning.vast.naive_bayes.NaiveBayes.deploySQL
          • machine_learning.vast.naive_bayes.NaiveBayes.drop
          • machine_learning.vast.naive_bayes.NaiveBayes.export_models
          • machine_learning.vast.naive_bayes.NaiveBayes.fit
          • machine_learning.vast.naive_bayes.NaiveBayes.get_attributes
          • machine_learning.vast.naive_bayes.NaiveBayes.get_match_index
          • machine_learning.vast.naive_bayes.NaiveBayes.get_params
          • machine_learning.vast.naive_bayes.NaiveBayes.get_plotting_lib
          • machine_learning.vast.naive_bayes.NaiveBayes.import_models
          • machine_learning.vast.naive_bayes.NaiveBayes.lift_chart
          • machine_learning.vast.naive_bayes.NaiveBayes.prc_curve
          • machine_learning.vast.naive_bayes.NaiveBayes.predict
          • machine_learning.vast.naive_bayes.NaiveBayes.predict_proba
          • machine_learning.vast.naive_bayes.NaiveBayes.report
          • machine_learning.vast.naive_bayes.NaiveBayes.roc_curve
          • machine_learning.vast.naive_bayes.NaiveBayes.score
          • machine_learning.vast.naive_bayes.NaiveBayes.set_params
          • machine_learning.vast.naive_bayes.NaiveBayes.summarize
          • machine_learning.vast.naive_bayes.NaiveBayes.to_binary
          • machine_learning.vast.naive_bayes.NaiveBayes.to_memmodel
          • machine_learning.vast.naive_bayes.NaiveBayes.to_python
          • machine_learning.vast.naive_bayes.NaiveBayes.to_sql
          • machine_learning.vast.naive_bayes.NaiveBayes.object_type
          • machine_learning.vast.neighbors.KNeighborsClassifier
          • machine_learning.vast.neighbors.KNeighborsClassifier.classification_report
          • machine_learning.vast.neighbors.KNeighborsClassifier.confusion_matrix
          • machine_learning.vast.neighbors.KNeighborsClassifier.contour
          • machine_learning.vast.neighbors.KNeighborsClassifier.cutoff_curve
          • machine_learning.vast.neighbors.KNeighborsClassifier.deploySQL
          • machine_learning.vast.neighbors.KNeighborsClassifier.drop
          • machine_learning.vast.neighbors.KNeighborsClassifier.export_models
          • machine_learning.vast.neighbors.KNeighborsClassifier.fit
          • machine_learning.vast.neighbors.KNeighborsClassifier.get_attributes
          • machine_learning.vast.neighbors.KNeighborsClassifier.get_match_index
          • machine_learning.vast.neighbors.KNeighborsClassifier.get_params
          • machine_learning.vast.neighbors.KNeighborsClassifier.get_plotting_lib
          • machine_learning.vast.neighbors.KNeighborsClassifier.import_models
          • machine_learning.vast.neighbors.KNeighborsClassifier.lift_chart
          • machine_learning.vast.neighbors.KNeighborsClassifier.prc_curve
          • machine_learning.vast.neighbors.KNeighborsClassifier.predict
          • machine_learning.vast.neighbors.KNeighborsClassifier.predict_proba
          • machine_learning.vast.neighbors.KNeighborsClassifier.report
          • machine_learning.vast.neighbors.KNeighborsClassifier.roc_curve
          • machine_learning.vast.neighbors.KNeighborsClassifier.score
          • machine_learning.vast.neighbors.KNeighborsClassifier.set_params
          • machine_learning.vast.neighbors.KNeighborsClassifier.summarize
          • machine_learning.vast.neighbors.KNeighborsClassifier.to_binary
          • machine_learning.vast.neighbors.KNeighborsClassifier.to_python
          • machine_learning.vast.neighbors.KNeighborsClassifier.to_sql
          • machine_learning.vast.neighbors.KNeighborsClassifier.object_type
          • machine_learning.vast.cluster.NearestCentroid
          • machine_learning.vast.cluster.NearestCentroid.classification_report
          • machine_learning.vast.cluster.NearestCentroid.confusion_matrix
          • machine_learning.vast.cluster.NearestCentroid.contour
          • machine_learning.vast.cluster.NearestCentroid.cutoff_curve
          • machine_learning.vast.cluster.NearestCentroid.deploySQL
          • machine_learning.vast.cluster.NearestCentroid.drop
          • machine_learning.vast.cluster.NearestCentroid.export_models
          • machine_learning.vast.cluster.NearestCentroid.fit
          • machine_learning.vast.cluster.NearestCentroid.get_attributes
          • machine_learning.vast.cluster.NearestCentroid.get_match_index
          • machine_learning.vast.cluster.NearestCentroid.get_params
          • machine_learning.vast.cluster.NearestCentroid.get_plotting_lib
          • machine_learning.vast.cluster.NearestCentroid.import_models
          • machine_learning.vast.cluster.NearestCentroid.lift_chart
          • machine_learning.vast.cluster.NearestCentroid.prc_curve
          • machine_learning.vast.cluster.NearestCentroid.predict
          • machine_learning.vast.cluster.NearestCentroid.predict_proba
          • machine_learning.vast.cluster.NearestCentroid.report
          • machine_learning.vast.cluster.NearestCentroid.roc_curve
          • machine_learning.vast.cluster.NearestCentroid.score
          • machine_learning.vast.cluster.NearestCentroid.set_params
          • machine_learning.vast.cluster.NearestCentroid.summarize
          • machine_learning.vast.cluster.NearestCentroid.to_binary
          • machine_learning.vast.cluster.NearestCentroid.to_memmodel
          • machine_learning.vast.cluster.NearestCentroid.to_python
          • machine_learning.vast.cluster.NearestCentroid.to_sql
          • machine_learning.vast.cluster.NearestCentroid.object_type
        • Regression
          • machine_learning.vast.linear_model.LinearRegression
          • machine_learning.vast.linear_model.LinearRegression.contour
          • machine_learning.vast.linear_model.LinearRegression.deploySQL
          • machine_learning.vast.linear_model.LinearRegression.drop
          • machine_learning.vast.linear_model.LinearRegression.export_models
          • machine_learning.vast.linear_model.LinearRegression.features_importance
          • machine_learning.vast.linear_model.LinearRegression.fit
          • machine_learning.vast.linear_model.LinearRegression.get_attributes
          • machine_learning.vast.linear_model.LinearRegression.get_match_index
          • machine_learning.vast.linear_model.LinearRegression.get_params
          • machine_learning.vast.linear_model.LinearRegression.get_plotting_lib
          • machine_learning.vast.linear_model.LinearRegression.import_models
          • machine_learning.vast.linear_model.LinearRegression.plot
          • machine_learning.vast.linear_model.LinearRegression.predict
          • machine_learning.vast.linear_model.LinearRegression.regression_report
          • machine_learning.vast.linear_model.LinearRegression.report
          • machine_learning.vast.linear_model.LinearRegression.score
          • machine_learning.vast.linear_model.LinearRegression.set_params
          • machine_learning.vast.linear_model.LinearRegression.summarize
          • machine_learning.vast.linear_model.LinearRegression.to_memmodel
          • machine_learning.vast.linear_model.LinearRegression.to_python
          • machine_learning.vast.linear_model.LinearRegression.to_sql
          • machine_learning.vast.linear_model.LinearRegression.object_type
          • machine_learning.vast.linear_model.Ridge
          • machine_learning.vast.linear_model.Ridge.contour
          • machine_learning.vast.linear_model.Ridge.deploySQL
          • machine_learning.vast.linear_model.Ridge.drop
          • machine_learning.vast.linear_model.Ridge.export_models
          • machine_learning.vast.linear_model.Ridge.features_importance
          • machine_learning.vast.linear_model.Ridge.fit
          • machine_learning.vast.linear_model.Ridge.get_attributes
          • machine_learning.vast.linear_model.Ridge.get_match_index
          • machine_learning.vast.linear_model.Ridge.get_params
          • machine_learning.vast.linear_model.Ridge.get_plotting_lib
          • machine_learning.vast.linear_model.Ridge.import_models
          • machine_learning.vast.linear_model.Ridge.plot
          • machine_learning.vast.linear_model.Ridge.predict
          • machine_learning.vast.linear_model.Ridge.regression_report
          • machine_learning.vast.linear_model.Ridge.report
          • machine_learning.vast.linear_model.Ridge.score
          • machine_learning.vast.linear_model.Ridge.set_params
          • machine_learning.vast.linear_model.Ridge.summarize
          • machine_learning.vast.linear_model.Ridge.to_binary
          • machine_learning.vast.linear_model.Ridge.to_memmodel
          • machine_learning.vast.linear_model.Ridge.to_python
          • machine_learning.vast.linear_model.Ridge.to_sql
          • machine_learning.vast.linear_model.Ridge.object_type
          • machine_learning.vast.linear_model.Lasso
          • machine_learning.vast.linear_model.Lasso.contour
          • machine_learning.vast.linear_model.Lasso.deploySQL
          • machine_learning.vast.linear_model.Lasso.drop
          • machine_learning.vast.linear_model.Lasso.export_models
          • machine_learning.vast.linear_model.Lasso.features_importance
          • machine_learning.vast.linear_model.Lasso.fit
          • machine_learning.vast.linear_model.Lasso.get_attributes
          • machine_learning.vast.linear_model.Lasso.get_match_index
          • machine_learning.vast.linear_model.Lasso.get_params
          • machine_learning.vast.linear_model.Lasso.get_plotting_lib
          • machine_learning.vast.linear_model.Lasso.import_models
          • machine_learning.vast.linear_model.Lasso.plot
          • machine_learning.vast.linear_model.Lasso.predict
          • machine_learning.vast.linear_model.Lasso.regression_report
          • machine_learning.vast.linear_model.Lasso.report
          • machine_learning.vast.linear_model.Lasso.score
          • machine_learning.vast.linear_model.Lasso.set_params
          • machine_learning.vast.linear_model.Lasso.summarize
          • machine_learning.vast.linear_model.Lasso.to_binary
          • machine_learning.vast.linear_model.Lasso.to_memmodel
          • machine_learning.vast.linear_model.Lasso.to_python
          • machine_learning.vast.linear_model.Lasso.to_sql
          • machine_learning.vast.linear_model.Lasso.object_type
          • machine_learning.vast.linear_model.ElasticNet
          • machine_learning.vast.linear_model.ElasticNet.contour
          • machine_learning.vast.linear_model.ElasticNet.deploySQL
          • machine_learning.vast.linear_model.ElasticNet.drop
          • machine_learning.vast.linear_model.ElasticNet.export_models
          • machine_learning.vast.linear_model.ElasticNet.features_importance
          • machine_learning.vast.linear_model.ElasticNet.fit
          • machine_learning.vast.linear_model.ElasticNet.get_attributes
          • machine_learning.vast.linear_model.ElasticNet.get_match_index
          • machine_learning.vast.linear_model.ElasticNet.get_params
          • machine_learning.vast.linear_model.ElasticNet.get_plotting_lib
          • machine_learning.vast.linear_model.ElasticNet.import_models
          • machine_learning.vast.linear_model.ElasticNet.plot
          • machine_learning.vast.linear_model.ElasticNet.predict
          • machine_learning.vast.linear_model.ElasticNet.regression_report
          • machine_learning.vast.linear_model.ElasticNet.report
          • machine_learning.vast.linear_model.ElasticNet.score
          • machine_learning.vast.linear_model.ElasticNet.set_params
          • machine_learning.vast.linear_model.ElasticNet.summarize
          • machine_learning.vast.linear_model.ElasticNet.to_binary
          • machine_learning.vast.linear_model.ElasticNet.to_memmodel
          • machine_learning.vast.linear_model.ElasticNet.to_python
          • machine_learning.vast.linear_model.ElasticNet.to_sql
          • machine_learning.vast.linear_model.ElasticNet.object_type
          • machine_learning.vast.svm.LinearSVR
          • machine_learning.vast.svm.LinearSVR.contour
          • machine_learning.vast.svm.LinearSVR.deploySQL
          • machine_learning.vast.svm.LinearSVR.drop
          • machine_learning.vast.svm.LinearSVR.export_models
          • machine_learning.vast.svm.LinearSVR.features_importance
          • machine_learning.vast.svm.LinearSVR.fit
          • machine_learning.vast.svm.LinearSVR.get_attributes
          • machine_learning.vast.svm.LinearSVR.get_match_index
          • machine_learning.vast.svm.LinearSVR.get_params
          • machine_learning.vast.svm.LinearSVR.get_plotting_lib
          • machine_learning.vast.svm.LinearSVR.import_models
          • machine_learning.vast.svm.LinearSVR.plot
          • machine_learning.vast.svm.LinearSVR.predict
          • machine_learning.vast.svm.LinearSVR.regression_report
          • machine_learning.vast.svm.LinearSVR.report
          • machine_learning.vast.svm.LinearSVR.score
          • machine_learning.vast.svm.LinearSVR.set_params
          • machine_learning.vast.svm.LinearSVR.summarize
          • machine_learning.vast.svm.LinearSVR.to_binary
          • machine_learning.vast.svm.LinearSVR.to_memmodel
          • machine_learning.vast.svm.LinearSVR.to_python
          • machine_learning.vast.svm.LinearSVR.to_sql
          • machine_learning.vast.svm.LinearSVR.object_type
          • machine_learning.vast.linear_model.PLSRegression
          • machine_learning.vast.linear_model.PLSRegression.contour
          • machine_learning.vast.linear_model.PLSRegression.deploySQL
          • machine_learning.vast.linear_model.PLSRegression.drop
          • machine_learning.vast.linear_model.PLSRegression.export_models
          • machine_learning.vast.linear_model.PLSRegression.features_importance
          • machine_learning.vast.linear_model.PLSRegression.fit
          • machine_learning.vast.linear_model.PLSRegression.get_attributes
          • machine_learning.vast.linear_model.PLSRegression.get_match_index
          • machine_learning.vast.linear_model.PLSRegression.get_params
          • machine_learning.vast.linear_model.PLSRegression.get_plotting_lib
          • machine_learning.vast.linear_model.PLSRegression.import_models
          • machine_learning.vast.linear_model.PLSRegression.plot
          • machine_learning.vast.linear_model.PLSRegression.predict
          • machine_learning.vast.linear_model.PLSRegression.regression_report
          • machine_learning.vast.linear_model.PLSRegression.report
          • machine_learning.vast.linear_model.PLSRegression.score
          • machine_learning.vast.linear_model.PLSRegression.set_params
          • machine_learning.vast.linear_model.PLSRegression.summarize
          • machine_learning.vast.linear_model.PLSRegression.to_binary
          • machine_learning.vast.linear_model.PLSRegression.to_memmodel
          • machine_learning.vast.linear_model.PLSRegression.to_python
          • machine_learning.vast.linear_model.PLSRegression.to_sql
          • machine_learning.vast.linear_model.PLSRegression._model_type
          • machine_learning.vast.linear_model.PoissonRegressor
          • machine_learning.vast.linear_model.PoissonRegressor.contour
          • machine_learning.vast.linear_model.PoissonRegressor.deploySQL
          • machine_learning.vast.linear_model.PoissonRegressor.drop
          • machine_learning.vast.linear_model.PoissonRegressor.export_models
          • machine_learning.vast.linear_model.PoissonRegressor.features_importance
          • machine_learning.vast.linear_model.PoissonRegressor.fit
          • machine_learning.vast.linear_model.PoissonRegressor.get_attributes
          • machine_learning.vast.linear_model.PoissonRegressor.get_match_index
          • machine_learning.vast.linear_model.PoissonRegressor.get_params
          • machine_learning.vast.linear_model.PoissonRegressor.get_plotting_lib
          • machine_learning.vast.linear_model.PoissonRegressor.import_models
          • machine_learning.vast.linear_model.PoissonRegressor.plot
          • machine_learning.vast.linear_model.PoissonRegressor.predict
          • machine_learning.vast.linear_model.PoissonRegressor.regression_report
          • machine_learning.vast.linear_model.PoissonRegressor.report
          • machine_learning.vast.linear_model.PoissonRegressor.score
          • machine_learning.vast.linear_model.PoissonRegressor.set_params
          • machine_learning.vast.linear_model.PoissonRegressor.summarize
          • machine_learning.vast.linear_model.PoissonRegressor.to_binary
          • machine_learning.vast.linear_model.PoissonRegressor.to_memmodel
          • machine_learning.vast.linear_model.PoissonRegressor.to_python
          • machine_learning.vast.linear_model.PoissonRegressor.to_sql
          • machine_learning.vast.ensemble.RandomForestRegressor
          • machine_learning.vast.ensemble.RandomForestRegressor.contour
          • machine_learning.vast.ensemble.RandomForestRegressor.deploySQL
          • machine_learning.vast.ensemble.RandomForestRegressor.drop
          • machine_learning.vast.ensemble.RandomForestRegressor.export_models
          • machine_learning.vast.ensemble.RandomForestRegressor.features_importance
          • machine_learning.vast.ensemble.RandomForestRegressor.fit
          • machine_learning.vast.ensemble.RandomForestRegressor.get_attributes
          • machine_learning.vast.ensemble.RandomForestRegressor.get_match_index
          • machine_learning.vast.ensemble.RandomForestRegressor.get_params
          • machine_learning.vast.ensemble.RandomForestRegressor.get_plotting_lib
          • machine_learning.vast.ensemble.RandomForestRegressor.get_tree
          • machine_learning.vast.ensemble.RandomForestRegressor.import_models
          • machine_learning.vast.ensemble.RandomForestRegressor.plot
          • machine_learning.vast.ensemble.RandomForestRegressor.plot_tree
          • machine_learning.vast.ensemble.RandomForestRegressor.predict
          • machine_learning.vast.ensemble.RandomForestRegressor.regression_report
          • machine_learning.vast.ensemble.RandomForestRegressor.report
          • machine_learning.vast.ensemble.RandomForestRegressor.score
          • machine_learning.vast.ensemble.RandomForestRegressor.set_params
          • machine_learning.vast.ensemble.RandomForestRegressor.summarize
          • machine_learning.vast.ensemble.RandomForestRegressor.to_binary
          • machine_learning.vast.ensemble.RandomForestRegressor.to_graphviz
          • machine_learning.vast.ensemble.RandomForestRegressor.to_memmodel
          • machine_learning.vast.ensemble.RandomForestRegressor.to_python
          • machine_learning.vast.ensemble.RandomForestRegressor.to_sql
          • machine_learning.vast.ensemble.RandomForestRegressor.object_type
          • machine_learning.vast.ensemble.GradientBoostingRegressor
          • machine_learning.vast.ensemble.GradientBoostingRegressor.contour
          • machine_learning.vast.ensemble.GradientBoostingRegressor.deploySQL
          • machine_learning.vast.ensemble.GradientBoostingRegressor.drop
          • machine_learning.vast.ensemble.GradientBoostingRegressor.export_models
          • machine_learning.vast.ensemble.GradientBoostingRegressor.features_importance
          • machine_learning.vast.ensemble.GradientBoostingRegressor.fit
          • machine_learning.vast.ensemble.GradientBoostingRegressor.get_attributes
          • machine_learning.vast.ensemble.GradientBoostingRegressor.get_match_index
          • machine_learning.vast.ensemble.GradientBoostingRegressor.get_params
          • machine_learning.vast.ensemble.GradientBoostingRegressor.get_plotting_lib
          • machine_learning.vast.ensemble.GradientBoostingRegressor.get_tree
          • machine_learning.vast.ensemble.GradientBoostingRegressor.import_models
          • machine_learning.vast.ensemble.GradientBoostingRegressor.plot
          • machine_learning.vast.ensemble.GradientBoostingRegressor.plot_tree
          • machine_learning.vast.ensemble.GradientBoostingRegressor.predict
          • machine_learning.vast.ensemble.GradientBoostingRegressor.regression_report
          • machine_learning.vast.ensemble.GradientBoostingRegressor.report
          • machine_learning.vast.ensemble.GradientBoostingRegressor.score
          • machine_learning.vast.ensemble.GradientBoostingRegressor.set_params
          • machine_learning.vast.ensemble.GradientBoostingRegressor.summarize
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_binary
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_graphviz
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_json
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_memmodel
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_python
          • machine_learning.vast.ensemble.GradientBoostingRegressor.to_sql
          • machine_learning.vast.ensemble.GradientBoostingRegressor.object_type
          • machine_learning.vast.neighbors.KNeighborsRegressor
          • machine_learning.vast.neighbors.KNeighborsRegressor.contour
          • machine_learning.vast.neighbors.KNeighborsRegressor.deploySQL
          • machine_learning.vast.neighbors.KNeighborsRegressor.drop
          • machine_learning.vast.neighbors.KNeighborsRegressor.export_models
          • machine_learning.vast.neighbors.KNeighborsRegressor.fit
          • machine_learning.vast.neighbors.KNeighborsRegressor.get_attributes
          • machine_learning.vast.neighbors.KNeighborsRegressor.get_match_index
          • machine_learning.vast.neighbors.KNeighborsRegressor.get_params
          • machine_learning.vast.neighbors.KNeighborsRegressor.get_plotting_lib
          • machine_learning.vast.neighbors.KNeighborsRegressor.import_models
          • machine_learning.vast.neighbors.KNeighborsRegressor.predict
          • machine_learning.vast.neighbors.KNeighborsRegressor.regression_report
          • machine_learning.vast.neighbors.KNeighborsRegressor.report
          • machine_learning.vast.neighbors.KNeighborsRegressor.score
          • machine_learning.vast.neighbors.KNeighborsRegressor.set_params
          • machine_learning.vast.neighbors.KNeighborsRegressor.summarize
          • machine_learning.vast.neighbors.KNeighborsRegressor.to_binary
          • machine_learning.vast.neighbors.KNeighborsRegressor.to_python
          • machine_learning.vast.neighbors.KNeighborsRegressor.to_sql
          • machine_learning.vast.neighbors.KNeighborsRegressor.object_type
        • Time Series
          • machine_learning.vast.tsa.AR
          • machine_learning.vast.tsa.AR.contour
          • machine_learning.vast.tsa.AR.deploySQL
          • machine_learning.vast.tsa.AR.drop
          • machine_learning.vast.tsa.AR.export_models
          • machine_learning.vast.tsa.AR.features_importance
          • machine_learning.vast.tsa.AR.fit
          • machine_learning.vast.tsa.AR.get_attributes
          • machine_learning.vast.tsa.AR.get_match_index
          • machine_learning.vast.tsa.AR.get_params
          • machine_learning.vast.tsa.AR.get_plotting_lib
          • machine_learning.vast.tsa.AR.import_models
          • machine_learning.vast.tsa.AR.plot
          • machine_learning.vast.tsa.AR.predict
          • machine_learning.vast.tsa.AR.regression_report
          • machine_learning.vast.tsa.AR.report
          • machine_learning.vast.tsa.AR.score
          • machine_learning.vast.tsa.AR.set_params
          • machine_learning.vast.tsa.AR.summarize
          • machine_learning.vast.tsa.AR.to_binary
          • machine_learning.vast.tsa.AR.to_python
          • machine_learning.vast.tsa.AR.to_sql
          • machine_learning.vast.tsa.AR.object_type
          • machine_learning.vast.tsa.ARIMA
          • machine_learning.vast.tsa.ARIMA.contour
          • machine_learning.vast.tsa.ARIMA.deploySQL
          • machine_learning.vast.tsa.ARIMA.drop
          • machine_learning.vast.tsa.ARIMA.export_models
          • machine_learning.vast.tsa.ARIMA.features_importance
          • machine_learning.vast.tsa.ARIMA.fit
          • machine_learning.vast.tsa.ARIMA.get_attributes
          • machine_learning.vast.tsa.ARIMA.get_match_index
          • machine_learning.vast.tsa.ARIMA.get_params
          • machine_learning.vast.tsa.ARIMA.get_plotting_lib
          • machine_learning.vast.tsa.ARIMA.import_models
          • machine_learning.vast.tsa.ARIMA.plot
          • machine_learning.vast.tsa.ARIMA.predict
          • machine_learning.vast.tsa.ARIMA.regression_report
          • machine_learning.vast.tsa.ARIMA.report
          • machine_learning.vast.tsa.ARIMA.score
          • machine_learning.vast.tsa.ARIMA.set_params
          • machine_learning.vast.tsa.ARIMA.summarize
          • machine_learning.vast.tsa.ARIMA.to_binary
          • machine_learning.vast.tsa.ARIMA.to_python
          • machine_learning.vast.tsa.ARIMA.to_sql
          • machine_learning.vast.tsa.ARIMA.object_type
          • machine_learning.vast.tsa.VAR
          • machine_learning.vast.tsa.VAR.contour
          • machine_learning.vast.tsa.VAR.deploySQL
          • machine_learning.vast.tsa.VAR.drop
          • machine_learning.vast.tsa.VAR.export_models
          • machine_learning.vast.tsa.VAR.features_importance
          • machine_learning.vast.tsa.VAR.fit
          • machine_learning.vast.tsa.VAR.get_attributes
          • machine_learning.vast.tsa.VAR.get_match_index
          • machine_learning.vast.tsa.VAR.get_params
          • machine_learning.vast.tsa.VAR.get_plotting_lib
          • machine_learning.vast.tsa.VAR.import_models
          • machine_learning.vast.tsa.VAR.plot
          • machine_learning.vast.tsa.VAR.predict
          • machine_learning.vast.tsa.VAR.regression_report
          • machine_learning.vast.tsa.VAR.report
          • machine_learning.vast.tsa.VAR.score
          • machine_learning.vast.tsa.VAR.set_params
          • machine_learning.vast.tsa.VAR.summarize
          • machine_learning.vast.tsa.VAR.to_binary
          • machine_learning.vast.tsa.VAR.to_python
          • machine_learning.vast.tsa.VAR.to_sql
          • machine_learning.vast.tsa.VAR.object_type
        • Clustering & Anomaly Detection
          • machine_learning.vast.cluster.KMeans
          • machine_learning.vast.cluster.KMeans.contour
          • machine_learning.vast.cluster.KMeans.deploySQL
          • machine_learning.vast.cluster.KMeans.drop
          • machine_learning.vast.cluster.KMeans.export_models
          • machine_learning.vast.cluster.KMeans.fit
          • machine_learning.vast.cluster.KMeans.get_attributes
          • machine_learning.vast.cluster.KMeans.get_match_index
          • machine_learning.vast.cluster.KMeans.get_params
          • machine_learning.vast.cluster.KMeans.get_plotting_lib
          • machine_learning.vast.cluster.KMeans.import_models
          • machine_learning.vast.cluster.KMeans.plot
          • machine_learning.vast.cluster.KMeans.plot_voronoi
          • machine_learning.vast.cluster.KMeans.predict
          • machine_learning.vast.cluster.KMeans.set_params
          • machine_learning.vast.cluster.KMeans.summarize
          • machine_learning.vast.cluster.KMeans.to_binary
          • machine_learning.vast.cluster.KMeans.to_memmodel
          • machine_learning.vast.cluster.KMeans.to_python
          • machine_learning.vast.cluster.KMeans.to_sql
          • machine_learning.vast.cluster.KMeans.object_type
          • machine_learning.vast.cluster.BisectingKMeans
          • machine_learning.vast.cluster.BisectingKMeans.contour
          • machine_learning.vast.cluster.BisectingKMeans.deploySQL
          • machine_learning.vast.cluster.BisectingKMeans.drop
          • machine_learning.vast.cluster.BisectingKMeans.export_models
          • machine_learning.vast.cluster.BisectingKMeans.features_importance
          • machine_learning.vast.cluster.BisectingKMeans.fit
          • machine_learning.vast.cluster.BisectingKMeans.get_attributes
          • machine_learning.vast.cluster.BisectingKMeans.get_match_index
          • machine_learning.vast.cluster.BisectingKMeans.get_params
          • machine_learning.vast.cluster.BisectingKMeans.get_plotting_lib
          • machine_learning.vast.cluster.BisectingKMeans.get_tree
          • machine_learning.vast.cluster.BisectingKMeans.import_models
          • machine_learning.vast.cluster.BisectingKMeans.plot
          • machine_learning.vast.cluster.BisectingKMeans.plot_tree
          • machine_learning.vast.cluster.BisectingKMeans.plot_voronoi
          • machine_learning.vast.cluster.BisectingKMeans.predict
          • machine_learning.vast.cluster.BisectingKMeans.set_params
          • machine_learning.vast.cluster.BisectingKMeans.summarize
          • machine_learning.vast.cluster.BisectingKMeans.to_binary
          • machine_learning.vast.cluster.BisectingKMeans.to_graphviz
          • machine_learning.vast.cluster.BisectingKMeans.to_memmodel
          • machine_learning.vast.cluster.BisectingKMeans.to_python
          • machine_learning.vast.cluster.BisectingKMeans.to_sql
          • machine_learning.vast.cluster.BisectingKMeans.object_type
          • machine_learning.vast.cluster.DBSCAN
          • machine_learning.vast.cluster.DBSCAN.contour
          • machine_learning.vast.cluster.DBSCAN.deploySQL
          • machine_learning.vast.cluster.DBSCAN.drop
          • machine_learning.vast.cluster.DBSCAN.export_models
          • machine_learning.vast.cluster.DBSCAN.fit
          • machine_learning.vast.cluster.DBSCAN.get_attributes
          • machine_learning.vast.cluster.DBSCAN.get_match_index
          • machine_learning.vast.cluster.DBSCAN.get_params
          • machine_learning.vast.cluster.DBSCAN.get_plotting_lib
          • machine_learning.vast.cluster.DBSCAN.import_models
          • machine_learning.vast.cluster.DBSCAN.plot
          • machine_learning.vast.cluster.DBSCAN.predict
          • machine_learning.vast.cluster.DBSCAN.set_params
          • machine_learning.vast.cluster.DBSCAN.summarize
          • machine_learning.vast.cluster.DBSCAN.to_binary
          • machine_learning.vast.cluster.DBSCAN.to_python
          • machine_learning.vast.cluster.DBSCAN.to_sql
          • machine_learning.vast.cluster.DBSCAN.object_type
          • machine_learning.vast.ensemble.IsolationForest
          • machine_learning.vast.ensemble.IsolationForest.contour
          • machine_learning.vast.ensemble.IsolationForest.decision_function
          • machine_learning.vast.ensemble.IsolationForest.deploySQL
          • machine_learning.vast.ensemble.IsolationForest.drop
          • machine_learning.vast.ensemble.IsolationForest.export_models
          • machine_learning.vast.ensemble.IsolationForest.features_importance
          • machine_learning.vast.ensemble.IsolationForest.fit
          • machine_learning.vast.ensemble.IsolationForest.get_attributes
          • machine_learning.vast.ensemble.IsolationForest.get_match_index
          • machine_learning.vast.ensemble.IsolationForest.get_params
          • machine_learning.vast.ensemble.IsolationForest.get_plotting_lib
          • machine_learning.vast.ensemble.IsolationForest.get_tree
          • machine_learning.vast.ensemble.IsolationForest.import_models
          • machine_learning.vast.ensemble.IsolationForest.plot
          • machine_learning.vast.ensemble.IsolationForest.plot_tree
          • machine_learning.vast.ensemble.IsolationForest.predict
          • machine_learning.vast.ensemble.IsolationForest.set_params
          • machine_learning.vast.ensemble.IsolationForest.summarize
          • machine_learning.vast.ensemble.IsolationForest.to_binary
          • machine_learning.vast.ensemble.IsolationForest.to_graphviz
          • machine_learning.vast.ensemble.IsolationForest.to_memmodel
          • machine_learning.vast.ensemble.IsolationForest.to_python
          • machine_learning.vast.ensemble.IsolationForest.to_sql
          • machine_learning.vast.ensemble.IsolationForest.object_type
          • machine_learning.vast.neighbors.LocalOutlierFactor
          • machine_learning.vast.neighbors.LocalOutlierFactor.contour
          • machine_learning.vast.neighbors.LocalOutlierFactor.deploySQL
          • machine_learning.vast.neighbors.LocalOutlierFactor.drop
          • machine_learning.vast.neighbors.LocalOutlierFactor.export_models
          • machine_learning.vast.neighbors.LocalOutlierFactor.fit
          • machine_learning.vast.neighbors.LocalOutlierFactor.get_attributes
          • machine_learning.vast.neighbors.LocalOutlierFactor.get_match_index
          • machine_learning.vast.neighbors.LocalOutlierFactor.get_params
          • machine_learning.vast.neighbors.LocalOutlierFactor.get_plotting_lib
          • machine_learning.vast.neighbors.LocalOutlierFactor.import_models
          • machine_learning.vast.neighbors.LocalOutlierFactor.predict
          • machine_learning.vast.neighbors.LocalOutlierFactor.set_params
          • machine_learning.vast.neighbors.LocalOutlierFactor.summarize
          • machine_learning.vast.neighbors.LocalOutlierFactor.to_binary
          • machine_learning.vast.neighbors.LocalOutlierFactor.to_python
          • machine_learning.vast.neighbors.LocalOutlierFactor.to_sql
          • machine_learning.vast.neighbors.LocalOutlierFactor.object_type
        • Decomposition & Preprocessing
          • machine_learning.vast.decomposition.PCA
          • machine_learning.vast.decomposition.PCA.contour
          • machine_learning.vast.decomposition.PCA.deployInverseSQL
          • machine_learning.vast.decomposition.PCA.deploySQL
          • machine_learning.vast.decomposition.PCA.drop
          • machine_learning.vast.decomposition.PCA.export_models
          • machine_learning.vast.decomposition.PCA.fit
          • machine_learning.vast.decomposition.PCA.get_attributes
          • machine_learning.vast.decomposition.PCA.get_match_index
          • machine_learning.vast.decomposition.PCA.get_params
          • machine_learning.vast.decomposition.PCA.get_plotting_lib
          • machine_learning.vast.decomposition.PCA.import_models
          • machine_learning.vast.decomposition.PCA.inverse_transform
          • machine_learning.vast.decomposition.PCA.plot
          • machine_learning.vast.decomposition.PCA.plot_circle
          • machine_learning.vast.decomposition.PCA.plot_scree
          • machine_learning.vast.decomposition.PCA.score
          • machine_learning.vast.decomposition.PCA.set_params
          • machine_learning.vast.decomposition.PCA.summarize
          • machine_learning.vast.decomposition.PCA.to_binary
          • machine_learning.vast.decomposition.PCA.to_memmodel
          • machine_learning.vast.decomposition.PCA.to_python
          • machine_learning.vast.decomposition.PCA.to_sql
          • machine_learning.vast.decomposition.PCA.transform
          • machine_learning.vast.decomposition.PCA.object_type
          • machine_learning.vast.decomposition.SVD
          • machine_learning.vast.decomposition.SVD.contour
          • machine_learning.vast.decomposition.SVD.deployInverseSQL
          • machine_learning.vast.decomposition.SVD.deploySQL
          • machine_learning.vast.decomposition.SVD.drop
          • machine_learning.vast.decomposition.SVD.export_models
          • machine_learning.vast.decomposition.SVD.fit
          • machine_learning.vast.decomposition.SVD.get_attributes
          • machine_learning.vast.decomposition.SVD.get_match_index
          • machine_learning.vast.decomposition.SVD.get_params
          • machine_learning.vast.decomposition.SVD.get_plotting_lib
          • machine_learning.vast.decomposition.SVD.import_models
          • machine_learning.vast.decomposition.SVD.inverse_transform
          • machine_learning.vast.decomposition.SVD.plot
          • machine_learning.vast.decomposition.SVD.plot_circle
          • machine_learning.vast.decomposition.SVD.plot_scree
          • machine_learning.vast.decomposition.SVD.score
          • machine_learning.vast.decomposition.SVD.set_params
          • machine_learning.vast.decomposition.SVD.summarize
          • machine_learning.vast.decomposition.SVD.to_binary
          • machine_learning.vast.decomposition.SVD.to_memmodel
          • machine_learning.vast.decomposition.SVD.to_python
          • machine_learning.vast.decomposition.SVD.to_sql
          • machine_learning.vast.decomposition.SVD.transform
          • machine_learning.vast.decomposition.SVD.object_type
          • machine_learning.vast.decomposition.MCA
          • machine_learning.vast.decomposition.MCA.contour
          • machine_learning.vast.decomposition.MCA.deployInverseSQL
          • machine_learning.vast.decomposition.MCA.deploySQL
          • machine_learning.vast.decomposition.MCA.drop
          • machine_learning.vast.decomposition.MCA.export_models
          • machine_learning.vast.decomposition.MCA.fit
          • machine_learning.vast.decomposition.MCA.get_attributes
          • machine_learning.vast.decomposition.MCA.get_match_index
          • machine_learning.vast.decomposition.MCA.get_params
          • machine_learning.vast.decomposition.MCA.get_plotting_lib
          • machine_learning.vast.decomposition.MCA.import_models
          • machine_learning.vast.decomposition.MCA.inverse_transform
          • machine_learning.vast.decomposition.MCA.plot
          • machine_learning.vast.decomposition.MCA.plot_circle
          • machine_learning.vast.decomposition.MCA.plot_contrib
          • machine_learning.vast.decomposition.MCA.plot_cos2
          • machine_learning.vast.decomposition.MCA.plot_scree
          • machine_learning.vast.decomposition.MCA.plot_var
          • machine_learning.vast.decomposition.MCA.score
          • machine_learning.vast.decomposition.MCA.set_params
          • machine_learning.vast.decomposition.MCA.summarize
          • machine_learning.vast.decomposition.MCA.to_binary
          • machine_learning.vast.decomposition.MCA.to_memmodel
          • machine_learning.vast.decomposition.MCA.to_python
          • machine_learning.vast.decomposition.MCA.to_sql
          • machine_learning.vast.decomposition.MCA.transform
          • machine_learning.vast.decomposition.MCA.object_type
          • machine_learning.vast.preprocessing.OneHotEncoder
          • machine_learning.vast.preprocessing.OneHotEncoder.deployInverseSQL
          • machine_learning.vast.preprocessing.OneHotEncoder.deploySQL
          • machine_learning.vast.preprocessing.OneHotEncoder.drop
          • machine_learning.vast.preprocessing.OneHotEncoder.export_models
          • machine_learning.vast.preprocessing.OneHotEncoder.fit
          • machine_learning.vast.preprocessing.OneHotEncoder.get_attributes
          • machine_learning.vast.preprocessing.OneHotEncoder.get_match_index
          • machine_learning.vast.preprocessing.OneHotEncoder.get_params
          • machine_learning.vast.preprocessing.OneHotEncoder.get_plotting_lib
          • machine_learning.vast.preprocessing.OneHotEncoder.import_models
          • machine_learning.vast.preprocessing.OneHotEncoder.inverse_transform
          • machine_learning.vast.preprocessing.OneHotEncoder.set_params
          • machine_learning.vast.preprocessing.OneHotEncoder.summarize
          • machine_learning.vast.preprocessing.OneHotEncoder.to_binary
          • machine_learning.vast.preprocessing.OneHotEncoder.to_memmodel
          • machine_learning.vast.preprocessing.OneHotEncoder.to_python
          • machine_learning.vast.preprocessing.OneHotEncoder.to_sql
          • machine_learning.vast.preprocessing.OneHotEncoder.transform
          • machine_learning.vast.preprocessing.OneHotEncoder.object_type
          • machine_learning.vast.preprocessing.Scaler
          • machine_learning.vast.preprocessing.Scaler.deployInverseSQL
          • machine_learning.vast.preprocessing.Scaler.deploySQL
          • machine_learning.vast.preprocessing.Scaler.drop
          • machine_learning.vast.preprocessing.Scaler.export_models
          • machine_learning.vast.preprocessing.Scaler.fit
          • machine_learning.vast.preprocessing.Scaler.get_attributes
          • machine_learning.vast.preprocessing.Scaler.get_match_index
          • machine_learning.vast.preprocessing.Scaler.get_params
          • machine_learning.vast.preprocessing.Scaler.get_plotting_lib
          • machine_learning.vast.preprocessing.Scaler.import_models
          • machine_learning.vast.preprocessing.Scaler.inverse_transform
          • machine_learning.vast.preprocessing.Scaler.set_params
          • machine_learning.vast.preprocessing.Scaler.summarize
          • machine_learning.vast.preprocessing.Scaler.to_binary
          • machine_learning.vast.preprocessing.Scaler.to_memmodel
          • machine_learning.vast.preprocessing.Scaler.to_python
          • machine_learning.vast.preprocessing.Scaler.to_sql
          • machine_learning.vast.preprocessing.Scaler.transform
          • machine_learning.vast.preprocessing.Scaler.object_type
          • machine_learning.vast.preprocessing.StandardScaler
          • machine_learning.vast.preprocessing.StandardScaler.deployInverseSQL
          • machine_learning.vast.preprocessing.StandardScaler.deploySQL
          • machine_learning.vast.preprocessing.StandardScaler.drop
          • machine_learning.vast.preprocessing.StandardScaler.export_models
          • machine_learning.vast.preprocessing.StandardScaler.fit
          • machine_learning.vast.preprocessing.StandardScaler.get_attributes
          • machine_learning.vast.preprocessing.StandardScaler.get_match_index
          • machine_learning.vast.preprocessing.StandardScaler.get_params
          • machine_learning.vast.preprocessing.StandardScaler.get_plotting_lib
          • machine_learning.vast.preprocessing.StandardScaler.import_models
          • machine_learning.vast.preprocessing.StandardScaler.inverse_transform
          • machine_learning.vast.preprocessing.StandardScaler.set_params
          • machine_learning.vast.preprocessing.StandardScaler.summarize
          • machine_learning.vast.preprocessing.StandardScaler.to_binary
          • machine_learning.vast.preprocessing.StandardScaler.to_memmodel
          • machine_learning.vast.preprocessing.StandardScaler.to_python
          • machine_learning.vast.preprocessing.StandardScaler.to_sql
          • machine_learning.vast.preprocessing.StandardScaler.transform
          • machine_learning.vast.preprocessing.StandardScaler.object_type
          • machine_learning.vast.preprocessing.MinMaxScaler
          • machine_learning.vast.preprocessing.MinMaxScaler.contour
          • machine_learning.vast.preprocessing.MinMaxScaler.deployInverseSQL
          • machine_learning.vast.preprocessing.MinMaxScaler.deploySQL
          • machine_learning.vast.preprocessing.MinMaxScaler.drop
          • machine_learning.vast.preprocessing.MinMaxScaler.export_models
          • machine_learning.vast.preprocessing.MinMaxScaler.fit
          • machine_learning.vast.preprocessing.MinMaxScaler.get_attributes
          • machine_learning.vast.preprocessing.MinMaxScaler.get_match_index
          • machine_learning.vast.preprocessing.MinMaxScaler.get_params
          • machine_learning.vast.preprocessing.MinMaxScaler.get_plotting_lib
          • machine_learning.vast.preprocessing.MinMaxScaler.import_models
          • machine_learning.vast.preprocessing.MinMaxScaler.inverse_transform
          • machine_learning.vast.preprocessing.MinMaxScaler.set_params
          • machine_learning.vast.preprocessing.MinMaxScaler.summarize
          • machine_learning.vast.preprocessing.MinMaxScaler.to_binary
          • machine_learning.vast.preprocessing.MinMaxScaler.to_memmodel
          • machine_learning.vast.preprocessing.MinMaxScaler.to_python
          • machine_learning.vast.preprocessing.MinMaxScaler.to_sql
          • machine_learning.vast.preprocessing.MinMaxScaler.transform
          • machine_learning.vast.preprocessing.MinMaxScaler.object_type
          • machine_learning.vast.preprocessing.RobustScaler
          • machine_learning.vast.preprocessing.RobustScaler.contour
          • machine_learning.vast.preprocessing.RobustScaler.deployInverseSQL
          • machine_learning.vast.preprocessing.RobustScaler.deploySQL
          • machine_learning.vast.preprocessing.RobustScaler.drop
          • machine_learning.vast.preprocessing.RobustScaler.export_models
          • machine_learning.vast.preprocessing.RobustScaler.fit
          • machine_learning.vast.preprocessing.RobustScaler.get_attributes
          • machine_learning.vast.preprocessing.RobustScaler.get_match_index
          • machine_learning.vast.preprocessing.RobustScaler.get_params
          • machine_learning.vast.preprocessing.RobustScaler.get_plotting_lib
          • machine_learning.vast.preprocessing.RobustScaler.import_models
          • machine_learning.vast.preprocessing.RobustScaler.inverse_transform
          • machine_learning.vast.preprocessing.RobustScaler.set_params
          • machine_learning.vast.preprocessing.RobustScaler.summarize
          • machine_learning.vast.preprocessing.RobustScaler.to_binary
          • machine_learning.vast.preprocessing.RobustScaler.to_memmodel
          • machine_learning.vast.preprocessing.RobustScaler.to_python
          • machine_learning.vast.preprocessing.RobustScaler.to_sql
          • machine_learning.vast.preprocessing.RobustScaler.transform
          • machine_learning.vast.preprocessing.RobustScaler.object_type
          • machine_learning.vast.preprocessing.balance
        • Text Analytics
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.contour
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.deploySQL
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.drop
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.export_models
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.fit
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.get_attributes
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.get_match_index
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.get_params
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.get_plotting_lib
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.import_models
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.set_params
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.summarize
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.to_python
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.to_sql
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.transform
          • machine_learning.vast.feature_extraction.text.TfidfVectorizer.object_type
        • Pipeline (Beta)
          • machine_learning.vast.pipeline.Pipeline
          • machine_learning.vast.pipeline.Pipeline.drop
          • machine_learning.vast.pipeline.Pipeline.fit
          • machine_learning.vast.pipeline.Pipeline.get_params
          • machine_learning.vast.pipeline.Pipeline.inverse_transform
          • machine_learning.vast.pipeline.Pipeline.predict
          • machine_learning.vast.pipeline.Pipeline.report
          • machine_learning.vast.pipeline.Pipeline.score
          • machine_learning.vast.pipeline.Pipeline.set_params
          • machine_learning.vast.pipeline.Pipeline.transform
      • Metrics
        • machine_learning.metrics.aic_score
        • machine_learning.metrics.anova_table
        • machine_learning.metrics.bic_score
        • machine_learning.metrics.explained_variance
        • machine_learning.metrics.max_error
        • machine_learning.metrics.mean_absolute_error
        • machine_learning.metrics.mean_squared_error
        • machine_learning.metrics.mean_squared_log_error
        • machine_learning.metrics.median_absolute_error
        • machine_learning.metrics.quantile_error
        • machine_learning.metrics.r2_score
        • machine_learning.metrics.regression_report
        • machine_learning.metrics.accuracy_score
        • machine_learning.metrics.balanced_accuracy_score
        • machine_learning.metrics.best_cutoff
        • machine_learning.metrics.classification_report
        • machine_learning.metrics.confusion_matrix
        • machine_learning.metrics.critical_success_index
        • machine_learning.metrics.diagnostic_odds_ratio
        • machine_learning.metrics.false_discovery_rate
        • machine_learning.metrics.false_omission_rate
        • machine_learning.metrics.false_negative_rate
        • machine_learning.metrics.false_positive_rate
        • machine_learning.metrics.f1_score
        • machine_learning.metrics.fowlkes_mallows_index
        • machine_learning.metrics.informedness
        • machine_learning.metrics.log_loss
        • machine_learning.metrics.markedness
        • machine_learning.metrics.matthews_corrcoef
        • machine_learning.metrics.negative_likelihood_ratio
        • machine_learning.metrics.negative_predictive_score
        • machine_learning.metrics.positive_likelihood_ratio
        • machine_learning.metrics.precision_score
        • machine_learning.metrics.prevalence_threshold
        • machine_learning.metrics.prc_auc_score
        • machine_learning.metrics.recall_score
        • machine_learning.metrics.roc_auc_score
        • machine_learning.metrics.specificity_score
      • Model Selection
        • machine_learning.model_selection.cross_validate
        • machine_learning.model_selection.learning_curve
        • machine_learning.model_selection.randomized_features_search_cv
        • machine_learning.model_selection.stepwise
        • machine_learning.model_selection.hp_tuning.gen_params_grid
        • machine_learning.model_selection.hp_tuning.grid_search_cv
        • machine_learning.model_selection.hp_tuning.parameter_grid
        • machine_learning.model_selection.hp_tuning.plot_acf_pacf
        • machine_learning.model_selection.hp_tuning.randomized_search_cv
        • machine_learning.model_selection.hp_tuning.validation_curve
        • machine_learning.model_selection.best_k
        • machine_learning.model_selection.elbow
      • Memory Models
        • Clusters
          • machine_learning.memmodel.cluster.Clustering
          • machine_learning.memmodel.cluster.Clustering.get_attributes
          • machine_learning.memmodel.cluster.Clustering.predict
          • machine_learning.memmodel.cluster.Clustering.predict_proba
          • machine_learning.memmodel.cluster.Clustering.predict_proba_sql
          • machine_learning.memmodel.cluster.Clustering.predict_sql
          • machine_learning.memmodel.cluster.Clustering.set_attributes
          • machine_learning.memmodel.cluster.Clustering.transform
          • machine_learning.memmodel.cluster.Clustering.transform_sql
          • machine_learning.memmodel.cluster.Clustering.object_type
          • machine_learning.memmodel.cluster.KMeans
          • machine_learning.memmodel.cluster.KMeans.get_attributes
          • machine_learning.memmodel.cluster.KMeans.predict
          • machine_learning.memmodel.cluster.KMeans.predict_proba
          • machine_learning.memmodel.cluster.KMeans.predict_proba_sql
          • machine_learning.memmodel.cluster.KMeans.predict_sql
          • machine_learning.memmodel.cluster.KMeans.set_attributes
          • machine_learning.memmodel.cluster.KMeans.transform
          • machine_learning.memmodel.cluster.KMeans.transform_sql
          • machine_learning.memmodel.cluster.KMeans.object_type
          • machine_learning.memmodel.cluster.KPrototypes
          • machine_learning.memmodel.cluster.KPrototypes.get_attributes
          • machine_learning.memmodel.cluster.KPrototypes.predict
          • machine_learning.memmodel.cluster.KPrototypes.predict_proba
          • machine_learning.memmodel.cluster.KPrototypes.predict_proba_sql
          • machine_learning.memmodel.cluster.KPrototypes.predict_sql
          • machine_learning.memmodel.cluster.KPrototypes.set_attributes
          • machine_learning.memmodel.cluster.KPrototypes.transform
          • machine_learning.memmodel.cluster.KPrototypes.transform_sql
          • machine_learning.memmodel.cluster.KPrototypes.object_type
          • machine_learning.memmodel.cluster.BisectingKMeans
          • machine_learning.memmodel.cluster.BisectingKMeans.get_attributes
          • machine_learning.memmodel.cluster.BisectingKMeans.plot_tree
          • machine_learning.memmodel.cluster.BisectingKMeans.predict
          • machine_learning.memmodel.cluster.BisectingKMeans.predict_proba
          • machine_learning.memmodel.cluster.BisectingKMeans.predict_proba_sql
          • machine_learning.memmodel.cluster.BisectingKMeans.predict_sql
          • machine_learning.memmodel.cluster.BisectingKMeans.set_attributes
          • machine_learning.memmodel.cluster.BisectingKMeans.to_graphviz
          • machine_learning.memmodel.cluster.BisectingKMeans.transform
          • machine_learning.memmodel.cluster.BisectingKMeans.transform_sql
          • machine_learning.memmodel.cluster.BisectingKMeans.object_type
          • machine_learning.memmodel.cluster.NearestCentroid
          • machine_learning.memmodel.cluster.NearestCentroid.get_attributes
          • machine_learning.memmodel.cluster.NearestCentroid.predict
          • machine_learning.memmodel.cluster.NearestCentroid.predict_proba
          • machine_learning.memmodel.cluster.NearestCentroid.predict_proba_sql
          • machine_learning.memmodel.cluster.NearestCentroid.predict_sql
          • machine_learning.memmodel.cluster.NearestCentroid.set_attributes
          • machine_learning.memmodel.cluster.NearestCentroid.transform
          • machine_learning.memmodel.cluster.NearestCentroid.transform_sql
          • machine_learning.memmodel.cluster.NearestCentroid.object_type
        • Decomposition
          • machine_learning.memmodel.decomposition.PCA
          • machine_learning.memmodel.decomposition.PCA.get_attributes
          • machine_learning.memmodel.decomposition.PCA.matrix_rotation
          • machine_learning.memmodel.decomposition.PCA.rotate
          • machine_learning.memmodel.decomposition.PCA.set_attributes
          • machine_learning.memmodel.decomposition.PCA.transform
          • machine_learning.memmodel.decomposition.PCA.transform_sql
          • machine_learning.memmodel.decomposition.PCA.object_type
          • machine_learning.memmodel.decomposition.SVD
          • machine_learning.memmodel.decomposition.SVD.get_attributes
          • machine_learning.memmodel.decomposition.SVD.set_attributes
          • machine_learning.memmodel.decomposition.SVD.transform
          • machine_learning.memmodel.decomposition.SVD.transform_sql
          • machine_learning.memmodel.decomposition.SVD.object_type
        • Ensemble
          • machine_learning.memmodel.ensemble.Ensemble
          • machine_learning.memmodel.ensemble.Ensemble.get_attributes
          • machine_learning.memmodel.ensemble.Ensemble.plot_tree
          • machine_learning.memmodel.ensemble.Ensemble.set_attributes
          • machine_learning.memmodel.ensemble.Ensemble.object_type
          • machine_learning.memmodel.ensemble.RandomForestRegressor
          • machine_learning.memmodel.ensemble.RandomForestRegressor.get_attributes
          • machine_learning.memmodel.ensemble.RandomForestRegressor.plot_tree
          • machine_learning.memmodel.ensemble.RandomForestRegressor.predict
          • machine_learning.memmodel.ensemble.RandomForestRegressor.predict_sql
          • machine_learning.memmodel.ensemble.RandomForestRegressor.set_attributes
          • machine_learning.memmodel.ensemble.RandomForestRegressor.object_type
          • machine_learning.memmodel.ensemble.RandomForestClassifier
          • machine_learning.memmodel.ensemble.RandomForestClassifier.get_attributes
          • machine_learning.memmodel.ensemble.RandomForestClassifier.plot_tree
          • machine_learning.memmodel.ensemble.RandomForestClassifier.predict
          • machine_learning.memmodel.ensemble.RandomForestClassifier.predict_proba
          • machine_learning.memmodel.ensemble.RandomForestClassifier.predict_proba_sql
          • machine_learning.memmodel.ensemble.RandomForestClassifier.predict_sql
          • machine_learning.memmodel.ensemble.RandomForestClassifier.set_attributes
          • machine_learning.memmodel.ensemble.RandomForestClassifier.object_type
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.get_attributes
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.plot_tree
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.predict
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.predict_sql
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.set_attributes
          • machine_learning.memmodel.ensemble.GradientBoostingRegressor.object_type
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.get_attributes
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.plot_tree
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.predict
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.predict_proba
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.predict_proba_sql
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.predict_sql
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.set_attributes
          • machine_learning.memmodel.ensemble.GradientBoostingClassifier.object_type
          • machine_learning.memmodel.ensemble.IsolationForest
          • machine_learning.memmodel.ensemble.IsolationForest.get_attributes
          • machine_learning.memmodel.ensemble.IsolationForest.plot_tree
          • machine_learning.memmodel.ensemble.IsolationForest.predict
          • machine_learning.memmodel.ensemble.IsolationForest.predict_sql
          • machine_learning.memmodel.ensemble.IsolationForest.set_attributes
          • machine_learning.memmodel.ensemble.IsolationForest.object_type
        • Linear Model
          • machine_learning.memmodel.linear_model.LinearModel
          • machine_learning.memmodel.linear_model.LinearModel.get_attributes
          • machine_learning.memmodel.linear_model.LinearModel.predict
          • machine_learning.memmodel.linear_model.LinearModel.predict_proba
          • machine_learning.memmodel.linear_model.LinearModel.predict_proba_sql
          • machine_learning.memmodel.linear_model.LinearModel.predict_sql
          • machine_learning.memmodel.linear_model.LinearModel.set_attributes
          • machine_learning.memmodel.linear_model.LinearModel.object_type
          • machine_learning.memmodel.linear_model.LinearModelClassifier
          • machine_learning.memmodel.linear_model.LinearModelClassifier.get_attributes
          • machine_learning.memmodel.linear_model.LinearModelClassifier.predict
          • machine_learning.memmodel.linear_model.LinearModelClassifier.predict_proba
          • machine_learning.memmodel.linear_model.LinearModelClassifier.predict_proba_sql
          • machine_learning.memmodel.linear_model.LinearModelClassifier.predict_sql
          • machine_learning.memmodel.linear_model.LinearModelClassifier.set_attributes
          • machine_learning.memmodel.linear_model.LinearModelClassifier.object_type
        • Naive Bayes
          • machine_learning.memmodel.naive_bayes.NaiveBayes
          • machine_learning.memmodel.naive_bayes.NaiveBayes.get_attributes
          • machine_learning.memmodel.naive_bayes.NaiveBayes.predict
          • machine_learning.memmodel.naive_bayes.NaiveBayes.predict_proba
          • machine_learning.memmodel.naive_bayes.NaiveBayes.predict_proba_sql
          • machine_learning.memmodel.naive_bayes.NaiveBayes.predict_sql
          • machine_learning.memmodel.naive_bayes.NaiveBayes.set_attributes
          • machine_learning.memmodel.naive_bayes.NaiveBayes.object_type
        • Preprocessing
          • machine_learning.memmodel.preprocessing.Scaler
          • machine_learning.memmodel.preprocessing.Scaler.get_attributes
          • machine_learning.memmodel.preprocessing.Scaler.set_attributes
          • machine_learning.memmodel.preprocessing.Scaler.transform
          • machine_learning.memmodel.preprocessing.Scaler.transform_sql
          • machine_learning.memmodel.preprocessing.Scaler.object_type
          • machine_learning.memmodel.preprocessing.StandardScaler
          • machine_learning.memmodel.preprocessing.StandardScaler.get_attributes
          • machine_learning.memmodel.preprocessing.StandardScaler.set_attributes
          • machine_learning.memmodel.preprocessing.StandardScaler.transform
          • machine_learning.memmodel.preprocessing.StandardScaler.transform_sql
          • machine_learning.memmodel.preprocessing.StandardScaler.object_type
          • machine_learning.memmodel.preprocessing.MinMaxScaler
          • machine_learning.memmodel.preprocessing.MinMaxScaler.get_attributes
          • machine_learning.memmodel.preprocessing.MinMaxScaler.set_attributes
          • machine_learning.memmodel.preprocessing.MinMaxScaler.transform
          • machine_learning.memmodel.preprocessing.MinMaxScaler.transform_sql
          • machine_learning.memmodel.preprocessing.MinMaxScaler.object_type
          • machine_learning.memmodel.preprocessing.OneHotEncoder
          • machine_learning.memmodel.preprocessing.OneHotEncoder.get_attributes
          • machine_learning.memmodel.preprocessing.OneHotEncoder.set_attributes
          • machine_learning.memmodel.preprocessing.OneHotEncoder.transform
          • machine_learning.memmodel.preprocessing.OneHotEncoder.transform_sql
          • machine_learning.memmodel.preprocessing.OneHotEncoder.object_type
        • Trees
          • machine_learning.memmodel.tree.Tree
          • machine_learning.memmodel.tree.Tree.get_attributes
          • machine_learning.memmodel.tree.Tree.plot_tree
          • machine_learning.memmodel.tree.Tree.predict
          • machine_learning.memmodel.tree.Tree.predict_proba
          • machine_learning.memmodel.tree.Tree.predict_proba_sql
          • machine_learning.memmodel.tree.Tree.predict_sql
          • machine_learning.memmodel.tree.Tree.set_attributes
          • machine_learning.memmodel.tree.Tree.to_graphviz
          • machine_learning.memmodel.tree.Tree.object_type
          • machine_learning.memmodel.tree.BinaryTreeRegressor
          • machine_learning.memmodel.tree.BinaryTreeRegressor.get_attributes
          • machine_learning.memmodel.tree.BinaryTreeRegressor.plot_tree
          • machine_learning.memmodel.tree.BinaryTreeRegressor.predict
          • machine_learning.memmodel.tree.BinaryTreeRegressor.predict_proba
          • machine_learning.memmodel.tree.BinaryTreeRegressor.predict_proba_sql
          • machine_learning.memmodel.tree.BinaryTreeRegressor.predict_sql
          • machine_learning.memmodel.tree.BinaryTreeRegressor.set_attributes
          • machine_learning.memmodel.tree.BinaryTreeRegressor.to_graphviz
          • machine_learning.memmodel.tree.BinaryTreeRegressor.object_type
          • machine_learning.memmodel.tree.BinaryTreeClassifier
          • machine_learning.memmodel.tree.BinaryTreeClassifier.get_attributes
          • machine_learning.memmodel.tree.BinaryTreeClassifier.plot_tree
          • machine_learning.memmodel.tree.BinaryTreeClassifier.predict
          • machine_learning.memmodel.tree.BinaryTreeClassifier.predict_proba
          • machine_learning.memmodel.tree.BinaryTreeClassifier.predict_proba_sql
          • machine_learning.memmodel.tree.BinaryTreeClassifier.predict_sql
          • machine_learning.memmodel.tree.BinaryTreeClassifier.set_attributes
          • machine_learning.memmodel.tree.BinaryTreeClassifier.to_graphviz
          • machine_learning.memmodel.tree.BinaryTreeClassifier.object_type
          • machine_learning.memmodel.tree.BinaryTreeAnomaly
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.get_attributes
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.plot_tree
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.predict
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.predict_proba
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.predict_proba_sql
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.predict_sql
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.set_attributes
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.to_graphviz
          • machine_learning.memmodel.tree.BinaryTreeAnomaly.object_type
          • machine_learning.memmodel.tree.NonBinaryTree
          • machine_learning.memmodel.tree.NonBinaryTree.get_attributes
          • machine_learning.memmodel.tree.NonBinaryTree.plot_tree
          • machine_learning.memmodel.tree.NonBinaryTree.predict
          • machine_learning.memmodel.tree.NonBinaryTree.predict_proba
          • machine_learning.memmodel.tree.NonBinaryTree.predict_proba_sql
          • machine_learning.memmodel.tree.NonBinaryTree.predict_sql
          • machine_learning.memmodel.tree.NonBinaryTree.set_attributes
          • machine_learning.memmodel.tree.NonBinaryTree.to_graphviz
          • machine_learning.memmodel.tree.NonBinaryTree.object_type
      • Automated Machine Learning
        • machine_learning.vast.automl.AutoML
        • machine_learning.vast.automl.AutoML.contour
        • machine_learning.vast.automl.AutoML.deploySQL
        • machine_learning.vast.automl.AutoML.drop
        • machine_learning.vast.automl.AutoML.export_models
        • machine_learning.vast.automl.AutoML.features_importance
        • machine_learning.vast.automl.AutoML.fit
        • machine_learning.vast.automl.AutoML.get_attributes
        • machine_learning.vast.automl.AutoML.get_match_index
        • machine_learning.vast.automl.AutoML.get_params
        • machine_learning.vast.automl.AutoML.get_plotting_lib
        • machine_learning.vast.automl.AutoML.import_models
        • machine_learning.vast.automl.AutoML.plot
        • machine_learning.vast.automl.AutoML.set_params
        • machine_learning.vast.automl.AutoML.summarize
        • machine_learning.vast.automl.AutoML.to_binary
        • machine_learning.vast.automl.AutoML.to_memmodel
        • machine_learning.vast.automl.AutoML.to_python
        • machine_learning.vast.automl.AutoML.to_sql
        • machine_learning.vast.automl.AutoML.object_type
        • machine_learning.vast.automl.AutoClustering
        • machine_learning.vast.automl.AutoClustering.contour
        • machine_learning.vast.automl.AutoClustering.deploySQL
        • machine_learning.vast.automl.AutoClustering.drop
        • machine_learning.vast.automl.AutoClustering.export_models
        • machine_learning.vast.automl.AutoClustering.fit
        • machine_learning.vast.automl.AutoClustering.get_attributes
        • machine_learning.vast.automl.AutoClustering.get_match_index
        • machine_learning.vast.automl.AutoClustering.get_params
        • machine_learning.vast.automl.AutoClustering.get_plotting_lib
        • machine_learning.vast.automl.AutoClustering.import_models
        • machine_learning.vast.automl.AutoClustering.set_params
        • machine_learning.vast.automl.AutoClustering.summarize
        • machine_learning.vast.automl.AutoClustering.to_binary
        • machine_learning.vast.automl.AutoClustering.to_python
        • machine_learning.vast.automl.AutoClustering.to_sql
        • machine_learning.vast.automl.AutoDataPrep.object_type
        • machine_learning.vast.automl.AutoDataPrep
        • machine_learning.vast.automl.AutoDataPrep.contour
        • machine_learning.vast.automl.AutoDataPrep.deploySQL
        • machine_learning.vast.automl.AutoDataPrep.drop
        • machine_learning.vast.automl.AutoDataPrep.export_models
        • machine_learning.vast.automl.AutoDataPrep.fit
        • machine_learning.vast.automl.AutoDataPrep.get_attributes
        • machine_learning.vast.automl.AutoDataPrep.get_match_index
        • machine_learning.vast.automl.AutoDataPrep.get_params
        • machine_learning.vast.automl.AutoDataPrep.get_plotting_lib
        • machine_learning.vast.automl.AutoDataPrep.import_models
        • machine_learning.vast.automl.AutoDataPrep.set_params
        • machine_learning.vast.automl.AutoDataPrep.summarize
        • machine_learning.vast.automl.AutoDataPrep.to_binary
        • machine_learning.vast.automl.AutoDataPrep.to_python
        • machine_learning.vast.automl.AutoDataPrep.to_sql
        • machine_learning.vast.automl.AutoDataPrep.object_type
    • Parsers
      • pcsv
      • read_csv
      • pjson
      • read_json
      • read_pandas
      • insert_into
    • Plotting
      • plotting.base.PlottingBase
      • plotting.base.PlottingBase.get_cmap
      • plotting.base.PlottingBase.get_colors
      • plotting.sql.PlottingBaseSQL
    • SQL
      • Functions
        • sql.functions.E
        • sql.functions.INF
        • sql.functions.NAN
        • sql.functions.PI
        • sql.functions.TAU
        • sql.functions.avg
        • sql.functions.bool_and
        • sql.functions.bool_or
        • sql.functions.bool_xor
        • sql.functions.count
        • sql.functions.lag
        • sql.functions.lead
        • sql.functions.max
        • sql.functions.median
        • sql.functions.min
        • sql.functions.nth_value
        • sql.functions.quantile
        • sql.functions.rank
        • sql.functions.row_number
        • sql.functions.std
        • sql.functions.sum
        • sql.functions.var
        • sql.functions.case_when
        • sql.functions.decode
        • sql.functions.date
        • sql.functions.day
        • sql.functions.dayofweek
        • sql.functions.dayofyear
        • sql.functions.extract
        • sql.functions.getdate
        • sql.functions.getutcdate
        • sql.functions.hour
        • sql.functions.interval
        • sql.functions.microsecond
        • sql.functions.minute
        • sql.functions.month
        • sql.functions.overlaps
        • sql.functions.quarter
        • sql.functions.round_date
        • sql.functions.second
        • sql.functions.timestamp
        • sql.functions.week
        • sql.functions.year
        • sql.functions.apply
        • sql.functions.abs
        • sql.functions.acos
        • sql.functions.asin
        • sql.functions.atan
        • sql.functions.atan2
        • sql.functions.cbrt
        • sql.functions.ceil
        • sql.functions.comb
        • sql.functions.cos
        • sql.functions.cosh
        • sql.functions.cot
        • sql.functions.degrees
        • sql.functions.distance
        • sql.functions.exp
        • sql.functions.factorial
        • sql.functions.floor
        • sql.functions.gamma
        • sql.functions.hash
        • sql.functions.isfinite
        • sql.functions.isinf
        • sql.functions.isnan
        • sql.functions.lgamma
        • sql.functions.ln
        • sql.functions.log
        • sql.functions.radians
        • sql.functions.round
        • sql.functions.sign
        • sql.functions.sin
        • sql.functions.sinh
        • sql.functions.sqrt
        • sql.functions.tan
        • sql.functions.tanh
        • sql.functions.trunc
        • sql.functions.coalesce
        • sql.functions.nullifzero
        • sql.functions.zeroifnull
        • sql.functions.random
        • sql.functions.randomint
        • sql.functions.seeded_random
        • sql.functions.regexp_count
        • sql.functions.regexp_ilike
        • sql.functions.regexp_instr
        • sql.functions.regexp_like
        • sql.functions.regexp_replace
        • sql.functions.regexp_extract
        • sql.functions.length
        • sql.functions.lower
        • sql.functions.substr
        • sql.functions.upper
        • sql.functions.edit_distance
        • sql.functions.soundex
        • sql.functions.soundex_matches
        • sql.functions.hamming_distance
      • Utilities
        • create_schema
        • create_table
        • insert_into
        • drop
        • current_session
        • username
        • does_table_exist
        • has_privileges
        • get_data_types
        • vast_python_dtype
      • Geospatial
        • sql.geo.coordinate_converter
        • VastFrame.to_geopandas
        • VastColumn.geo_plot
        • VastColumn.apply
    • Statistical Functions
      • machine_learning.model_selection.statistical_tests.tsa.het_arch
      • machine_learning.model_selection.statistical_tests.ols.het_breuschpagan
      • machine_learning.model_selection.statistical_tests.ols.het_goldfeldquandt
      • machine_learning.model_selection.statistical_tests.ols.het_white
      • machine_learning.model_selection.statistical_tests.ols.variance_inflation_factor
      • machine_learning.model_selection.statistical_tests.norm.jarque_bera
      • machine_learning.model_selection.statistical_tests.norm.kurtosistest
      • machine_learning.model_selection.statistical_tests.norm.skewtest
      • machine_learning.model_selection.statistical_tests.norm.normaltest
      • machine_learning.model_selection.statistical_tests.tsa.mkt
      • machine_learning.model_selection.statistical_tests.tsa.adfuller
      • machine_learning.model_selection.statistical_tests.tsa.cochrane_orcutt
      • machine_learning.model_selection.statistical_tests.tsa.ljungbox
      • machine_learning.model_selection.statistical_tests.tsa.durbin_watson
      • machine_learning.model_selection.statistical_tests.tsa.seasonal_decompose
    • TableSample
      • core.tablesample.base.TableSample
      • core.tablesample.base.TableSample.append
      • core.tablesample.base.TableSample.category
      • core.tablesample.base.TableSample.decimal_to_float
      • core.tablesample.base.TableSample.get_columns
      • core.tablesample.base.TableSample.merge
      • core.tablesample.base.TableSample.narrow
      • core.tablesample.base.TableSample.read_sql
      • core.tablesample.base.TableSample.shape
      • core.tablesample.base.TableSample.sort
      • core.tablesample.base.TableSample.transpose
      • core.tablesample.base.TableSample.to_list
      • core.tablesample.base.TableSample.to_numpy
      • core.tablesample.base.TableSample.to_pandas
      • core.tablesample.base.TableSample.to_sql
      • core.tablesample.base.TableSample.to_vdf
    • Utilities
      • get_option
      • set_option
      • help_start
    • VastFrame
      • VastFrame.bar
      • VastFrame.barh
      • VastFrame.boxplot
      • VastFrame.contour
      • VastFrame.density
      • VastFrame.heatmap
      • VastFrame.hexbin
      • VastFrame.hist
      • VastFrame.outliers_plot
      • VastFrame.pie
      • VastFrame.pivot_table
      • VastFrame.plot
      • VastFrame.scatter
      • VastFrame.scatter_matrix
      • VastFrame.pivot_table_chi2
      • VastFrame.range_plot
      • VastColumn.bar
      • VastColumn.barh
      • VastColumn.candlestick
      • VastColumn.boxplot
      • VastColumn.density
      • VastColumn.hist
      • VastColumn.pie
      • VastColumn.plot
      • VastColumn.range_plot
      • VastColumn.spider
      • VastFrame.animated_bar
      • VastFrame.animated_pie
      • VastFrame.animated_plot
      • VastFrame.animated_scatter
      • plotting._plotly.ACFPlot
      • plotting._plotly.BarChart
      • plotting._plotly.BarChart2D
      • plotting._plotly.BoxPlot
      • plotting._plotly.CandleStick
      • plotting._plotly.ChampionChallengerPlot
      • plotting._plotly.ContourPlot
      • plotting._plotly.CutoffCurve
      • plotting._plotly.DensityPlot
      • plotting._plotly.ElbowCurve
      • plotting._plotly.HeatMap
      • plotting._plotly.Histogram
      • plotting._plotly.HorizontalBarChart
      • plotting._plotly.HorizontalBarChart2D
      • plotting._plotly.ImportanceBarChart
      • plotting._plotly.LiftChart
      • plotting._plotly.LinePlot
      • plotting._plotly.LogisticRegressionPlot
      • plotting._plotly.LOFPlot
      • plotting._plotly.MultiDensityPlot
      • plotting._plotly.MultiLinePlot
      • plotting._plotly.NestedPieChart
      • plotting._plotly.OutliersPlot
      • plotting._plotly.PCACirclePlot
      • plotting._plotly.PieChart
      • plotting._plotly.PlotlyBase
      • plotting._plotly.PRCCurve
      • plotting._plotly.RangeCurve
      • plotting._plotly.RegressionPlot
      • plotting._plotly.RegressionTreePlot
      • plotting._plotly.ROCCurve
      • plotting._plotly.ScatterPlot
      • plotting._plotly.SpiderChart
      • plotting._plotly.StepwisePlot
      • plotting._plotly.SVMClassifierPlot
      • plotting._plotly.TSPlot
      • plotting._plotly.VoronoiPlot
      • plotting._matplotlib.ACFPlot
      • plotting._matplotlib.ACFPACFPlot
      • plotting._matplotlib.AnimatedBarChart
      • plotting._matplotlib.AnimatedBase
      • plotting._matplotlib.AnimatedBubblePlot
      • plotting._matplotlib.AnimatedLinePlot
      • plotting._matplotlib.AnimatedPieChart
      • plotting._matplotlib.BarChart
      • plotting._matplotlib.BarChart2D
      • plotting._matplotlib.BoxPlot
      • plotting._matplotlib.CandleStick
      • plotting._matplotlib.ChampionChallengerPlot
      • plotting._matplotlib.ContourPlot
      • plotting._matplotlib.CutoffCurve
      • plotting._matplotlib.DensityPlot
      • plotting._matplotlib.DensityPlot2D
      • plotting._matplotlib.ElbowCurve
      • plotting._matplotlib.HeatMap
      • plotting._matplotlib.Histogram
      • plotting._matplotlib.HorizontalBarChart
      • plotting._matplotlib.HorizontalBarChart2D
      • plotting._matplotlib.ImportanceBarChart
      • plotting._matplotlib.LiftChart
      • plotting._matplotlib.LinePlot
      • plotting._matplotlib.LogisticRegressionPlot
      • plotting._matplotlib.LOFPlot
      • plotting._matplotlib.MatplotlibBase
      • plotting._matplotlib.MultiDensityPlot
      • plotting._matplotlib.MultiLinePlot
      • plotting._matplotlib.NestedPieChart
      • plotting._matplotlib.OutliersPlot
      • plotting._matplotlib.PCACirclePlot
      • plotting._matplotlib.PieChart
      • plotting._matplotlib.PRCCurve
      • plotting._matplotlib.RangeCurve
      • plotting._matplotlib.RegressionPlot
      • plotting._matplotlib.RegressionTreePlot
      • plotting._matplotlib.ROCCurve
      • plotting._matplotlib.ScatterMatrix
      • plotting._matplotlib.ScatterPlot
      • plotting._matplotlib.SpiderChart
      • plotting._matplotlib.StepwisePlot
      • plotting._matplotlib.SVMClassifierPlot
      • plotting._matplotlib.TSPlot
      • plotting._matplotlib.VoronoiPlot
      • VastFrame.aad
      • VastFrame.aggregate
      • VastFrame.all
      • VastFrame.any
      • VastFrame.avg
      • VastFrame.count
      • VastFrame.count_percent
      • VastFrame.describe
      • VastFrame.duplicated
      • VastFrame.kurtosis
      • VastFrame.mad
      • VastFrame.max
      • VastFrame.median
      • VastFrame.min
      • VastFrame.nunique
      • VastFrame.product
      • VastFrame.quantile
      • VastFrame.score
      • VastFrame.sem
      • VastFrame.skewness
      • VastFrame.std
      • VastFrame.sum
      • VastFrame.var
      • VastColumn.aad
      • VastColumn.aggregate
      • VastColumn.avg
      • VastColumn.count
      • VastColumn.describe
      • VastColumn.distinct
      • VastColumn.kurtosis
      • VastColumn.mad
      • VastColumn.max
      • VastColumn.median
      • VastColumn.min
      • VastColumn.mode
      • VastColumn.nlargest
      • VastColumn.nsmallest
      • VastColumn.nunique
      • VastColumn.product
      • VastColumn.quantile
      • VastColumn.sem
      • VastColumn.skewness
      • VastColumn.std
      • VastColumn.sum
      • VastColumn.topk
      • VastColumn.value_counts
      • VastColumn.var
      • VastFrame.acf
      • VastFrame.corr
      • VastFrame.corr_pvalue
      • VastFrame.cov
      • VastFrame.iv_woe
      • VastFrame.pacf
      • VastFrame.regr
      • VastColumn.iv_woe
      • VastFrame.acf
      • VastFrame.pacf
      • VastFrame.case_when
      • VastFrame.one_hot_encode
      • VastColumn.cut
      • VastColumn.decode
      • VastColumn.discretize
      • VastColumn.label_encode
      • VastColumn.mean_encode
      • VastColumn.one_hot_encode
      • VastFrame.dropna
      • VastFrame.fillna
      • VastFrame.interpolate
      • VastColumn.dropna
      • VastColumn.fillna
      • VastFrame.drop_duplicates
      • VastFrame.outliers
      • VastFrame.scale
      • VastColumn.clip
      • VastColumn.fill_outliers
      • VastColumn.normalize
      • VastFrame.astype
      • VastFrame.bool_to_int
      • VastColumn.astype
      • VastFrame.format_colnames
      • VastFrame.get_match_index
      • VastFrame.is_colname_in
      • VastFrame.merge_similar_names
      • VastColumn.astype
      • VastColumn.rename
      • VastFrame.train_test_split
      • VastFrame.add_duplicates
      • VastFrame.cdt
      • VastFrame.analytic
      • VastFrame.interpolate
      • VastFrame.sessionize
      • VastFrame.case_when
      • VastFrame.eval
      • VastFrame.abs
      • VastFrame.apply
      • VastFrame.applymap
      • VastFrame.polynomial_comb
      • VastFrame.swap
      • VastColumn.abs
      • VastColumn.add
      • VastColumn.apply
      • VastColumn.apply_fun
      • VastColumn.date_part
      • VastColumn.div
      • VastColumn.mul
      • VastColumn.round
      • VastColumn.slice
      • VastColumn.sub
      • VastFrame.cummax
      • VastFrame.cummin
      • VastFrame.cumprod
      • VastFrame.cumsum
      • VastFrame.rolling
      • VastFrame.regexp
      • VastColumn.str_contains
      • VastColumn.str_count
      • VastColumn.str_extract
      • VastColumn.str_replace
      • VastColumn.str_slice
      • VastColumn.add
      • VastColumn.div
      • VastColumn.mul
      • VastColumn.sub
      • VastFrame.chaid
      • VastFrame.chaid_columns
      • VastFrame.append
      • VastFrame.copy
      • VastFrame.groupby
      • VastFrame.join
      • VastFrame.narrow
      • VastFrame.pivot
      • VastFrame.recommend
      • VastFrame.sort
      • VastColumn.add_copy
      • VastFrame.search
      • VastFrame.sample
      • VastFrame.balance
      • VastFrame.drop
      • VastFrame.select
      • VastColumn.drop
      • VastColumn.drop_outliers
      • VastFrame.at_time
      • VastFrame.between
      • VastFrame.between_time
      • VastFrame.filter
      • VastFrame.first
      • VastFrame.isin
      • VastFrame.last
      • VastColumn.isin
      • VastFrame.to_csv
      • VastFrame.to_json
      • VastFrame.to_numpy
      • VastFrame.to_pandas
      • VastFrame.to_list
      • VastFrame.to_geopandas
      • VastFrame.to_db
      • VastFrame.to_pickle
      • VastFrame.catcol
      • VastFrame.current_relation
      • VastFrame.datecol
      • VastFrame.dtypes
      • VastFrame.empty
      • VastFrame.explain
      • VastFrame.get_columns
      • VastFrame.head
      • VastFrame.idisplay
      • VastFrame.iloc
      • VastFrame.info
      • VastFrame.memory_usage
      • VastFrame.expected_store_usage
      • VastFrame.numcol
      • VastFrame.shape
      • VastFrame.tail
      • VastColumn.category
      • VastColumn.ctype
      • VastColumn.dtype
      • VastColumn.get_len
      • VastColumn.head
      • VastColumn.iloc
      • VastColumn.isarray
      • VastColumn.isbool
      • VastColumn.isdate
      • VastColumn.isnum
      • VastColumn.memory_usage
      • VastColumn.store_usage
      • VastColumn.tail
      • VastFrame.del_catalog
      • VastFrame.load
      • VastFrame.save
  • Chart Gallery
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    • Data Preparation
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      • Duplicates
      • Outliers
      • Missing Values
      • Encoding
      • Scaling Techniques
      • Decomposition
      • Features Engineering
    • Machine Learning
      • Introduction to Machine Learning
      • Time Series
      • Regression
      • Classification
      • Clustering
    • Full Stack
      • Integrating with Geopandas
      • Linear Regression
      • Train Test Split
      • The Magic Methods of the VastFrame
  • VAST Orbit Statistics
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