Go to the source code of this file.
Classes | |
| class | ml_lib.dataset.AttributeDescriptor |
| class | ml_lib.dataset.Dataset |
Namespaces | |
| namespace | ml_lib::dataset |
Functions | |
| def | ml_lib::dataset.bootstrap_samples |
| Makes bootstrap samples. | |
| def | ml_lib::dataset.dataset_entropy_discrete |
| Calculates entropy in a dataset's output labels. | |
| def | ml_lib::dataset.entropy_discrete |
| Caculates the discrete entropy of a data vector. | |
| def | ml_lib::dataset.leave_one_out |
| Good for leave one out cross validation loops. | |
| def | ml_lib::dataset.split_continuous |
| Splits up a dataset based on value in a particular attribute. | |
| def | ml_lib::dataset.unique_values |
| Common quantities calculated from datasets. | |