Machine Learning
================

.. contents::
    :local:
    :depth: 2

Matrices
++++++++

.. autosignature:: mlstatpy.ml.matrices.gram_schmidt

.. autosignature:: mlstatpy.ml.matrices.linear_regression

.. autosignature:: mlstatpy.ml.matrices.streaming_gram_schmidt_update

.. autosignature:: mlstatpy.ml.matrices.streaming_gram_schmidt

.. autosignature:: mlstatpy.ml.matrices.streaming_linear_regression_update

.. autosignature:: mlstatpy.ml.matrices.streaming_linear_regression

.. autosignature:: mlstatpy.ml.matrices.streaming_linear_regression_gram_schmidt_update

.. autosignature:: mlstatpy.ml.matrices.streaming_linear_regression_gram_schmidt

Métriques
+++++++++

.. autosignature:: mlstatpy.ml.ml_grid_benchmark.MlGridBenchMark

.. autosignature:: mlstatpy.ml.roc.ROC

.. autosignature:: mlstatpy.ml.voronoi.voronoi_estimation_from_lr

Plus proches voisins
++++++++++++++++++++

.. autosignature:: mlstatpy.ml.kppv.NuagePoints

.. autosignature:: mlstatpy.ml.kppv_laesa.NuagePointsLaesa

Tree and neural networks
++++++++++++++++++++++++

.. autosignature:: mlstatpy.ml._neural_tree_node.NeuralTreeNode

.. autosignature:: mlstatpy.ml.neural_tree.NeuralTreeNet

.. autosignature:: mlstatpy.ml.neural_tree.BaseNeuralTreeNet

.. autosignature:: mlstatpy.ml.neural_tree.NeuralTreeNetClassifier

.. autosignature:: mlstatpy.ml.neural_tree.NeuralTreeNetRegressor