dabl API¶
This is a list of all functions and classes provided by dabl.
High-level API¶
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Public clean interface |
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Detect types of dataframe columns. |
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Explain estimator. |
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Automatic plots for classification and regression. |
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Set global dabl configuration. |
Retrieve global configuration values set by set_config. |
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Classifier with automatic model selection. |
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A simple preprocessor. |
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Automagic anytime classifier. |
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Automagic anytime classifier. |
Full API¶
Datasets¶
Load adult census dataset. |
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Load ames housing dataset. |
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Load titanic dataset. |
Plotting¶
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Grouped univariate histograms. |
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Scatter plot for categories. |
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Determine a good grid shape for subplots. |
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Create a mosaic plot from a dataframe. |
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Plots for categorical features in classification. |
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Plots for continuous features in classification. |
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Visualize coefficients of a linear model. |
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Plots for categorical features in regression. |
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Plots for continuous features in regression. |
Portfolios¶
Built-in lists of classifiers and regressors to search.
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Return a portfolio of classifiers. |
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Get a list of very fast classifiers. |
Get a list of very fast regressors. |