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Machine Learning

Matrices

.. autofunction:: mlstatpy.ml.matrices.gram_schmidt

.. autofunction:: mlstatpy.ml.matrices.linear_regression

.. autofunction:: mlstatpy.ml.matrices.streaming_gram_schmidt_update

.. autofunction:: mlstatpy.ml.matrices.streaming_gram_schmidt

.. autofunction:: mlstatpy.ml.matrices.streaming_linear_regression_update

.. autofunction:: mlstatpy.ml.matrices.streaming_linear_regression

.. autofunction:: mlstatpy.ml.matrices.streaming_linear_regression_gram_schmidt_update

.. autofunction:: mlstatpy.ml.matrices.streaming_linear_regression_gram_schmidt

Métriques

.. autoclass:: mlstatpy.ml.roc.ROC
    :noindex:

.. autofunction:: mlstatpy.ml.voronoi.voronoi_estimation_from_lr

Plus proches voisins

.. autoclass:: mlstatpy.ml.kppv.NuagePoints
    :noindex:

.. autoclass:: mlstatpy.ml.kppv_laesa.NuagePointsLaesa
    :noindex:

Tree and neural networks

.. autoclass:: mlstatpy.ml._neural_tree_node.NeuralTreeNode
    :noindex:

.. autoclass:: mlstatpy.ml.neural_tree.NeuralTreeNet
    :noindex:

.. autoclass:: mlstatpy.ml.neural_tree.BaseNeuralTreeNet
    :noindex:

.. autoclass:: mlstatpy.ml.neural_tree.NeuralTreeNetClassifier
    :noindex:

.. autoclass:: mlstatpy.ml.neural_tree.NeuralTreeNetRegressor
    :noindex: