package prbnmcn-dagger-test

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Module Dagger_tests.Linear_regressionSource

Testing various backends on bayesian linear regression

Setup and helper definitions

Definition of the non-linearity to infer

Sourceval nonlinearity : float -> float
Sourceval intercept : float
Sourceval coeff : float

Sampling of a synthetic data set

Sourceval rng_state : Dagger.RNG.t
Sourceval synthetic_data_set : (float * float) list

Plotting helpers

Sourceval from_parameters : intercept:float -> coeff:float -> Plot.r2 list
Sourceval plot : string -> (float * float) array -> unit

Regression using Lmh_inference

Sourcemodule Traced : sig ... end

Regression using Lmh_incremental_inference

Sourcemodule Traced_incremental : sig ... end

Regression using Smc_inference

Sourcemodule Smc : sig ... end
Sourceval tests : QCheck.Test.t list
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