Functions

Summary

function	class parent	truncated documentation
_setup_hook		If this function is added to the module, the help automation and unit tests call it first before anything goes on …
ax_position		matplotlib uses a one dimension array if the number of columns or rows is 1. This function makes a correction. …
bench_pivot		Merges all results for one set of parameters in one row.
check		Checks the library is working. It raises an exception. If you want to disable the logs:
enumerate_options		Enumerates all possible options.
experiment_results		Returns some real results mostly used in the documentation to produce graph to illustrate a function.
filter_df_options		Filters out rows from a dataframe.
get_nb_skl_base_estimators		Returns the number of scikit-learn BaseEstimator including in a pipeline. The function assumes the pipeline …
get_numpy_info		Retrieves information about numpy compilation.
list_col_options
machine_information		Returns information about the machine.
move_color		Returns a different colors, lighter or darker.
move_color_add		Makes color lighter or darker based on a style.
onnxruntime_perf_binary_classifiers		Returns a list of benchmarks for binary classifier. It compares onnxruntime predictions against scikit-learn. …
onnxruntime_perf_regressors		Returns a list of benchmarks for binary classifier. It compares onnxruntime predictions against scikit-learn. …
options2label		Converts a list of options into a label.
plot_bench_results		Plots benchmark results.
plot_bench_xtime		Plots benchmark acceleration.
plt_colors		Returns matplotlib colors.
plt_styles		Returns matplotlib styles.
random_binary_classification		Returns data for a binary classification problem (linear) with N observations and dim features.
random_regression		Returns data for a binary classification problem (linear) with N observations and dim features.
remove_almost_nan_columns		Automatically removes columns with more than 1/3 nan values.
remove_common_prefix		Removes the common prefix of a series of labels.
run_onnxruntime_test		Runs a benchmark for onnxruntime.