layg.emulator.cholesky_nn_emulator.CholeskyNnEmulator¶
-
class
layg.emulator.cholesky_nn_emulator.
CholeskyNnEmulator
¶ An emulator based on Cholesky decomposition and nearest neighbours
This emulator described in detail in arXiv:1506.01079.
Methods
add_data
(self, x_train, y_train)Add data to the training set on the fly set_emul_error_func set_emul_func -
__init__
(self)¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__
(self)Initialize self. add_data
(self, x_train, y_train)Add data to the training set on the fly set_emul_error_func
(self, x_cv, y_cv_err)set_emul_func
(self, x_train, y_train)-