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.