Packages

gleam_synapses

0.0.2
1.0.1 1.0.0 0.0.2 0.0.1

A plug-and-play library for neural networks written in Gleam

HexDocs

Current section

Files

Jump to
Readme
4 Versions
5 Dependencies
2 Dependants
Files
Activity
gleam_synapses gen src gleam_synapses@statistics.erl
Raw

gen/src/gleam_synapses@statistics.erl 

-module(gleam_synapses@statistics).

-compile(no_auto_import).



-export([root_mean_square_error/1]).



-spec root_mean_square_error(

    gleam@iterator:iterator({list(float()), list(float())})

) -> float().

root_mean_square_error(Expected_values_with_output_values) ->

    gleam_synapses@model@mathematics:root_mean_square_error(

        gleam_zlists:map(

            gleam_zlists:of_iterator(Expected_values_with_output_values),

            fun(T) -> {Y_hat, Y} = T,

                Y_hat_zls = gleam_zlists:of_list(Y_hat),

                Y_zls = gleam_zlists:of_list(Y),

                {Y_hat_zls, Y_zls} end

        )

    ).