:py:mod:`kosmos.ml.datasets.digits_dataset`
===========================================

.. py:module:: kosmos.ml.datasets.digits_dataset







Classes
-------

.. py:class:: DigitsDataset(*, min_max_scaler: bool = True)

   Bases: :py:class:`kosmos.ml.datasets.dataset.SLDataset`

   Digits dataset for multiclass classification.

   .. admonition:: Notes

      - Number of instances: 1797
      - Number of features: 64 numeric
      - Classes: 10 (roughly balanced, digits 0-9)

   .. admonition:: References

      - Scikit-Learn: Digits dataset (8x8 images of handwritten digits) https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html

   Initialize the dataset.

   :param min_max_scaler: Whether to apply min-max scaling to the features.
   :type min_max_scaler: bool




   |

   .. rubric:: Properties

   .. py:property:: class_names

      Return human-readable class labels of numbers 0-9.

   .. py:property:: input_dimension

      Number of feature columns.

   .. py:property:: output_dim

      Number of distinct classes.