eda

These functions cover the exploratory data analysis functions of AI-Link

• feature_engineering
  • create_binned_feature()
  • create_correlation_feature()
  • create_covariance_feature()
  • create_net_error_calculation()
  • create_one_hot_encoded_features()
  • create_pct_error_calculation()
  • create_percent_change()
  • create_period_to_date()
  • create_scaled_feature_log_transformed()
  • create_scaled_feature_maxabs()
  • create_scaled_feature_minmax()
  • create_scaled_feature_power_transformed()
  • create_scaled_feature_robust()
  • create_scaled_feature_unit_vector_norm()
  • create_scaled_feature_z_score()
  • generate_time_series_features()
  • join_udf()
  • write_linear_regression_model()
  • write_logistic_regression_model()
  • write_snowpark_udf_to_qds()
• linear_regression()
• pca()
• stats
  • corrcoef()
  • covariance()
  • std()
  • variance()