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API Reference

This reference manual details functions, modules, and objects included in Datasist, describing what they are and what they do. For learning how to use Datasist, see the Datasist Tutorials.
Managing a Project
Visualization
Feature Engineering
  • merge_groupby
  • to_date
  • manhattan_distance
  • bearing
  • haversine_distance
  • log_transform
  • get_qcut
  • get_location_center
  • fill_missing_num
  • fill_missing_cats
  • drop_missing
  • bin_age
Structured Data
  • cat_summarizer
  • check_train_test_set
  • describe
  • detect_outliers
  • display_missing
  • get_cat_feats
  • get_num_feats
  • get_date_cols
  • get_unique_counts
  • join_train_and_test
Time Series
  • describe_date
  • extract_dates
  • extract_time
  • get_period_of_day
  • get_time_elapsed
  • set_date_index
  • timeplot
Modeling
  • compare_model
  • get_classification_report
  • get_regression_report
  • make_submission_csv
  • plot_feature_importance
  • train_classifier