Python API Reference
TableMage is a Python library for rapid low-code clinical data science.
- Analyzer
(tm.Analyzer)AnalyzerAnalyzer.__init__()Analyzer.categorical_vars()Analyzer.causal()Analyzer.classify()Analyzer.cluster()Analyzer.df_all()Analyzer.df_test()Analyzer.df_train()Analyzer.drop_highly_missing_vars()Analyzer.dropna()Analyzer.eda()Analyzer.engineer_categorical_var()Analyzer.engineer_numeric_var()Analyzer.force_binary()Analyzer.force_categorical()Analyzer.force_numeric()Analyzer.impute()Analyzer.load_data_checkpoint()Analyzer.logit()Analyzer.numeric_vars()Analyzer.ols()Analyzer.onehot()Analyzer.regress()Analyzer.remove_data_checkpoint()Analyzer.save_data_checkpoint()Analyzer.scale()Analyzer.select_features()Analyzer.select_vars()Analyzer.shape()Analyzer.value_counts()Analyzer.vars()
- Machine Learning Models
(tm.ml) - Feature Selectors
(tm.fs) - Reports
(tm._reports) - Agents
(tm.agents)