Man pages for BrandonRCopeland/DataScience
Provides Helper Functions for Data Science Analysis
| df_categorical_feature_dist | Calculate the feature-level PSI index for the specified... |
| df_get_feature_bins | Create bins for numeric features |
| df_get_feature_distribution | Calculate the bin-level PSI index for the specified numeric... |
| df_get_psi_score | Calculate the feature-level PSI index for the specified... |
| df_means | Get the means of the numeric columns in a dataframe |
| df_model_monitoring_distributions | Bin and calculate feature distributions for model monitoring |
| df_model_monitoring_magnitude | Identify the effect and magnitude of CramersVScore for Chi... |
| df_model_monitoring_summary | Assess observed and expected feature distributions for drift. |
| df_validate | Validate two separate datasets and return validation data on... |
