Welcome to jmspack’s documentation!

Functions

• jmspack.frequentist_statistics
• jmspack.internal_utils
  • add_data_to_postgresql_table()
  • create_postgresql_table_based_on_df()
  • delete_postgresql_table()
  • postgresql_data_extraction()
  • postgresql_table_names_list()
• jmspack.ml_utils
  • RMSE()
  • multi_roc_auc_plot()
  • optimize_model()
  • plot_confusion_matrix()
  • plot_cv_indices()
  • plot_decision_boundary()
  • plot_learning_curve()
  • summary_performance_metrics_classification()
• jmspack.NLTSA
  • complexity_resonance()
  • complexity_resonance_diagram()
  • cumulative_complexity_peaks()
  • cumulative_complexity_peaks_plot()
  • distribution_uniformity()
  • fluctuation_intensity()
  • ts_levels()
• jmspack.utils
  • JmsColors
    • JmsColors.BLUEGREEN
    • JmsColors.DARKBLUE
    • JmsColors.DARKGREY
    • JmsColors.GREENBLUE
    • JmsColors.GREENYELLOW
    • JmsColors.LIGHTGREY
    • JmsColors.MEDIUMGREY
    • JmsColors.OFFWHITE
    • JmsColors.PURPLE
    • JmsColors.YELLOW
    • JmsColors.get_names()
    • JmsColors.plot_colors()
    • JmsColors.to_dict()
    • JmsColors.to_list()
  • apply_scaling()
  • flatten()
  • silence_stdout()

Example Notebooks jmspack Functions

Example Notebooks

Using NLTSA functions from the jmspack package

Using ml_utils functions from the jmspack package

Using internal_utils functions from the jmspack package

Using imputation_utils functions from the jmspack package

Using frequentist_statistics functions from the jmspack package

Indices and tables

• Index

• Module Index

• Search Page