Man pages for NeuralEstimators
Likelihood-Free Parameter Estimation using Neural Networks

assessassess a neural estimator
biascomputes a Monte Carlo approximation of an estimator's bias
bootstrapbootstrap
encodedataencodedata
estimateestimate
initialise_estimatorInitialise a neural estimator
loadstateload a saved state of a neural estimator
loadweightsload a collection of saved weights of a neural estimator
mapestimateMaximum a posteriori estimation
mlestimateMaximum likelihood estimation
NeuralEstimators-packageNeuralEstimators: Likelihood-Free Parameter Estimation using...
plotdistributionPlot the empirical sampling distribution of an estimator.
plotestimatesPlot estimates vs. true values.
riskcomputes a Monte Carlo approximation of an estimator's Bayes...
rmsecomputes a Monte Carlo approximation of an estimator's...
sampleposteriorsampleposterior
savestatesave the state of a neural estimator
tanhlosstanhloss
trainTrain a neural estimator
NeuralEstimators documentation built on Nov. 3, 2024, 9:07 a.m.