package oml

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in-package search v0.2.0

oml
- Oml
  - Classification
    
    Intf
    
    Category_encoded_data
    
    Classifier
    
    Continuous_encoded_data
    
    Data
    
    Dummy_encoded_data
    
    Generative
    
    Logistic_regression
    
    Binary
    
    D
    
    Multiclass
    
    D
    
    Naive_bayes
    
    Binomial
    
    D
    
    Categorical
    
    D
    
    Gaussian
    
    D
    
    Performance
    
    Probabilities
  - Online
    
    Make
    
    Update
    
    Update_rules
  - Regression
    
    Eval_multivariate
    
    Intf
    
    Linear_model
    
    Multivariate
    
    SolvedLPViaSvd
    
    Tikhonov
    
    Univariate
  - Statistics
    
    Descriptive
    
    Distributions
    
    Hypothesis_test
    
    Measures
    
    Sampling
    
    Poly
  - Uncategorized
    
    Continued_fraction
    
    Estimations
    
    Functions
    
    Lacaml_util
    
    Matrices
    
    Solvers
    
    Svd
    
    Vectors
  - Unsupervised
    
    Pca
  - Util
    
    Array
    
    Floatarray
    
    Float
    
    Optional_arg_intf

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Class type

type t

val variances : t -> float array

val components : t -> float array array

val scalings : t -> (float * float) array

val pca : ?demean:bool -> ?scale:bool -> ?unbiased:bool -> Lacaml.D.mat -> t

type pca_reduction_method =

| Num_comp of int
| Varience_exp of float

val reduce : t -> pca_reduction_method -> t