mattdneal/gaussianProcess
Gaussian Process Fitting and Prediction

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241
Source code
14
Man pages
70
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mattdneal/gaussianProcess: Gaussian Process Fitting and Prediction
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API

API for mattdneal/gaussianProcess
Gaussian Process Fitting and Prediction

Global functions
.onLoad Source code
ARDKernel Source code
ARDKernelGrad Source code
ARDKernelHess Source code
add.kernel Man page Source code
array.to.vec.coords Source code
as.character.ModelTree Man page Source code
bayesian.information.criterion Man page Source code
bayesian.information.criterion.EDoF Man page Source code
bayesian.information.criterion.EDoF.eigen Man page Source code
bitWiseAnd Source code
block.of.ops.is.stretched Source code
bootify Man page Source code
callKernelByString Man page Source code
callKernelGradByString Source code
callKernelHessByString Source code
check.hyperparams Source code
check.likelihood.grad Source code
check.likelihood.hessian Source code
check.node.is.in.canonical.form Source code
coef_of_determination Man page Source code
coef_of_determination_boot Man page Source code
constantKernel Source code
constantKernelGrad Source code
constantKernelHess Source code
create.ard.kernel Man page Source code
create.gaussian.process Man page Source code
create.gen.nn.kernel Source code
create.kernel.object Man page Source code
create.kernel.object.from.model.tree Man page Source code
create.model.tree Man page Source code
create.model.tree.builtin Man page Source code
create.model.tree.builtin.scaled Man page Source code
create.model.tree.from.list Man page Source code
create.numeric.grad Man page Source code
create.numeric.hessian Man page Source code
create.numeric.hessian.from.grad Man page Source code
create.rf.additional.params Man page Source code
delete.node Man page Source code
eval.cov.mat.grad.node Man page Source code
eval.cov.mat.hess.node Man page Source code
eval.cov.mat.node Man page Source code
eval.node.kstar.mat Man page Source code
find.block.terminal.node Source code
find.parent.node Source code
find.root.node Source code
fit.hyperparams Man page Source code
gaussianProcess Man page
gaussianProcess-package Man page
generalNeuralNetworkKernel Source code
generalNeuralNetworkKernelGrad Source code
generalisedPolynomialKernel Source code
generalisedPolynomialKernelGrad Source code
generalisedPolynomialKernelHess Source code
generate.id Source code
generate.next.models Source code
get.alpha Man page Source code
get.cov.mat.chol Man page Source code
get.inst.cov.mats Man page Source code
get.marginal.likelihood Man page Source code
get.marginal.likelihood.grad Man page Source code
get.marginal.likelihood.grad.optimx Source code
get.marginal.likelihood.hessian Man page Source code
get.marginal.likelihood.optimx Source code
get.normal.prior Man page Source code
get.tree.height Source code
get.uniform.prior Man page Source code
getCovarianceMatrixBuiltInCpp Source code
getCovarianceMatrixCpp Source code
getCovarianceMatrixGradArray Source code
getCovarianceMatrixHessianArray Source code
getKernelHyperparamNames Source code
getTreeHeight Source code
get_covariance_matrix Man page Source code
get_covariance_matrix.Kernel Man page Source code
get_covariance_matrix.ModelTree Man page Source code
get_covariance_matrix.character Man page Source code
get_covariance_matrix.function Man page Source code
get_covariance_matrix_grad Source code
get_covariance_matrix_grad.Kernel Man page Source code
get_covariance_matrix_grad.ModelTree Man page Source code
get_covariance_matrix_grad.character Man page Source code
get_covariance_matrix_grad.function Man page Source code
get_covariance_matrix_hess Source code
get_covariance_matrix_hess.Kernel Man page Source code
get_covariance_matrix_hess.ModelTree Man page Source code
get_covariance_matrix_hess.character Man page Source code
get_covariance_matrix_hess.function Man page Source code
get_kstar_matrix Man page Source code
get_kstar_matrix.Kernel Man page Source code
get_kstar_matrix.ModelTree Man page Source code
get_kstar_matrix.character Man page Source code
get_kstar_matrix.function Man page Source code
homogeneousPolynomialKernel Source code
homogeneousPolynomialKernelGrad Source code
homogeneousPolynomialKernelHess Source code
insert.kernel.instance Man page Source code
inverseARDKernel Source code
inverseARDKernelGrad Source code
inverseARDKernelHess Source code
kahanSum Source code
kern.prod Source code
kern.sum Source code
list_built_in_kernels Man page Source code
list_built_in_kernels_scaled Man page Source code
list_polynomial_kernels Man page Source code
mae Man page Source code
mae_boot Man page Source code
model.search Man page Source code
navigate.rf.tree Source code
navigateRFTree Source code
neuralNetworkKernel Source code
neuralNetworkKernelGrad Source code
neuralNetworkKernelHess Source code
node.to.string Source code
optimize.gp.params Source code
order.and.return.string Source code
order.tree Source code
periodicKernel Source code
periodicKernelGrad Source code
periodicKernelHess Source code
plot.GaussianProcess Man page Source code
polynomialKernel Source code
polynomialKernelGrad Source code
polynomialKernelHess Source code
posterior.laplace.approximation Man page Source code
predict.GaussianProcess Man page Source code
print.Kernel Man page Source code
print.ModelTree Man page Source code
prod.grad Source code
prod.hess Source code
random.forest.partition.function.generator Man page Source code
random.partition.kernel Man page Source code
randomForestKernel Source code
randomForestKernelGrad Source code
randomForestKernelHess Source code
rationalQuadraticKernel Source code
rationalQuadraticKernelGrad Source code
rationalQuadraticKernelHess Source code
reduce.to.canonical.tree Source code
regression_summary_stats Man page Source code
regression_summary_stats_boot Man page
rmse Man page Source code
rmse_boot Man page
rplaw Source code
sample.functions.from.kernel Man page Source code
scale_kernel Man page Source code
scale_kernel_list Man page Source code
set.kernel.hash Source code
shiftedLog Source code
speedtest.inv Source code
speedtest.solve Source code
squaredExponentialKernel Source code
squaredExponentialKernelGrad Source code
squaredExponentialKernelHess Source code
stablePow Source code
stretch.block Source code
stretch.tree Source code
sum.grad Source code
sum.hess Source code
sumSQuaredDiffs Source code
sumSQuaredDiffsPartial Source code
summary.ModelTree Man page Source code
test.kernel.functions Source code
test.kernel.grad Man page Source code
test.structure.recreation Man page Source code
mattdneal/gaussianProcess documentation built on May 21, 2019, 12:58 p.m.

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