package modelkit

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in-package search v0.2.0

Portable classical machine learning workflows for OCaml

Install

dune-project

Dependency

github.com Readme Changelog Edit opam file Versions (4)

Authors

A

Asara

Maintainers

A

Asara developers <devs@asara.io>

Sources

modelkit-0.5.0.tbz

sha256=1fe8fa7c7f904dd098a21a2ca30fd69230750b8cf8aa2ae481b97a16531b47b4

sha512=c946cd1ac014726f4d21791e14d806a205680e6edfa2f80ed8d3680f24f48ca3c5a2f89d5afa68c11eac4053ead448b6381fb3d06dc8ff129097af6c69b262fb

doc/modelkit/Modelkit/Scorer/index.html

Module `Modelkit.Scorer`

A type-safe, first-class scorer supplied by application or third-party code. of_module snapshots the immutable specification with clone. Names and capability compatibility are validated by consuming evaluation APIs before fitting begins.

type ('truth, 'prediction) t

val of_module : 
  capabilities:Capability.scorer ->
  (module SCORER
    with type params = 'params
     and type prediction = 'prediction
     and type t = 'specification
     and type truth = 'truth) ->
  'specification ->
  ('truth, 'prediction) t

val name : ('truth, 'prediction) t -> string

val capabilities : ('truth, 'prediction) t -> Capability.scorer

val score : 
  ('truth, 'prediction) t ->
  ?sample_weight:Sample_weight.t ->
  truth:'truth ->
  prediction:'prediction ->
  unit ->
  (float, Error.t) result