Module ml

The ml module.

Modules

activations

Submodule of ml: activation functions.

k_nearest_neighbors

K Nearest Neighbor classifier Module for K nearest neighbors (KNN) algorithms.

linear_regression

Linear regression. Module for linear regression algorithms.

logistic_regression

Logistic regression. Module for logistic regression (classification) algorithms.

Structs

KNearestClassifier

KNN Classifier struct

LinearRegressionInput

Struct to hold the input data for a linear regression.

LinearRegressionOutput

Struct to hold the output data for a linear regression.

LogisticRegressionInput

Struct to hold the input data for a logistic regression.

LogisticRegressionOutput

Struct to hold the output data for a logistic regression.

Enums

Decomposition

Enum for type of matrix decomposition used.

LogisticRegressionAlgorithm

Algorithm to use for logistic regression.

Metric

Metric for computing distances

Traits

ActivationFunction

Activation functions.