Module Owl_nlp_lda

module Owl_nlp_lda: sig .. end

NLP: LDA module

type lda_typ =

type model = {

	`mutable n_d : int;`
	`mutable n_k : int;`
	`mutable n_v : int;`
	`mutable alpha : float;`
	`mutable beta : float;`
	`mutable alpha_k : float;`
	`mutable beta_v : float;`
	`mutable t_dk : float array array;`
	`mutable t_wk : float array array;`
	`mutable t__k : float array;`
	`mutable t__z : int array array;`
	`mutable iter : int;`
	`mutable data : Owl_nlp_corpus.t;`
	`mutable vocb : (string, int) Hashtbl.t;`

}

val include_token : model -> int -> int -> int -> unit

val exclude_token : model -> int -> int -> int -> unit

val show_info : 'a -> int -> float -> unit

module SimpleLDA: sig .. end

module SparseLDA: sig .. end

module FTreeLDA: sig .. end

module LightLDA: sig .. end

val init : ?iter:int ->
       int -> (string, int) Hashtbl.t -> Owl_nlp_corpus.t -> model

val train : lda_typ -> model -> unit