Package mvpa :: Package clfs :: Module gpr

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# Module gpr

source code

Gaussian Process Regression (GPR).

Classes | [hide private]

| GPR Gaussian Process Regression (GPR).
| GPRLinearWeights `SensitivityAnalyzer` that reports the weights GPR trained on a given Dataset.
| GPRWeights `SensitivityAnalyzer` that reports the weights GPR trained on a given Dataset.

Variables | [hide private]

| SLAError = `SL.basic.LinAlgError`
| Nlog = `N.log`
| Ndot = `N.dot`
| Ndiag = `N.diag`
| NLAcholesky = `N.linalg.cholesky`
| NLAsolve = `N.linalg.solve`
| NLAError = `N.linalg.linalg.LinAlgError`
| eps64 = `N.finfo(N.float64).eps`
| _halflog2pi = `0.5* Nlog(2* N.pi)`

Imports: N, externals, StateVariable, Classifier, Parameter, KernelSquaredExponential, KernelLinear, Sensitivity, InvalidHyperparameterError, Dataset, SLcho_solve, SLcholesky, SL, debug, ModelSelector