derived_models.rst

qinfer

Derived Models

Introduction

QInfer provides several models which decorate other models, providing additional functionality or changing the behaviors of underlying models.

PoisonedModel - Model corrupted by likelihood errors

PoisonedModel

BinomialModel - Model over batches of two-outcome experiments

BinomialModel

GaussianHyperparameterizedModel - Model over Gaussian outcomes conditioned on two-outcome experiments

GaussianHyperparameterizedModel

MultinomialModel - Model over batches of D-outcome experiments ----------------------------------------------------------------------

MultinomialModel

MLEModel - Model for approximating maximum-likelihood estimation

MLEModel

RandomWalkModel - Model for adding fixed random walk to parameters

RandomWalkModel

GaussianRandomWalkModel - Model for adding gaussian random walk to parameters

GaussianRandomWalkModel