---------------------------------------------------------------
-----------------   Tpros Specification File  -----------------
---------------------------------------------------------------
Files

target_file					22d/aus.tr.ac3.dat
grid_file					22d/aus.tr.in.dat
hypin						22d/aus.ac3.hyp
---------------------------------------------------------------
Data 

Seed_for_random_numbers				176
Dimension_of_input_space			22
No._of_training_data_points			394
---------------------------------------------------------------
Covariance_Function

Number_of_gaussians_in_cov_fn			1
Linear_term_in_covariance_function_(yes/no)	no
Periodic_covariance_function_(yes/no)		no
Wavelengths					7.0 
---------------------------------------------------------------
Noise_Model

No._of_basis_functions_used_for_noise_model	1
---------------------------------------------------------------
Optimisation   	

Perform_Optimisation_(yes/no)			no

initial_theta0					0.0
initial_theta2					0.1
initial_noise_variance				0.01

OPT_No._of_mac_its				400
OPT_Inversion_Method_(CG/LU)			LU
OPT_No._of_mac_its_for_CG_inversion		20
OPT_No._of_elements_used_for_trace		10
OPT_macopt_tolerance				0.0001			
OPT_calculate_evidence_(yes/no)			no
OPT_dump_hyperparameters_(yes/no)		yes

length_scale_compression			4.0
maccheckgrad_(yes/no)				no
maccheckgrad_step				0.01

Optimize_length_scales_(yes/no)			yes
Optimize_theta0_(yes/no)			no
Optimize_theta1_(yes/no)			yes
Optimize_theta2_(yes/no)			yes
Optimize_noise_model_(yes/no)			yes
Optimize_linear_term_(yes/no)			no
---------------------------------------------------------------
Interpolation 

Perform_Interpolation_(yes/no)			yes

INT_grid_file					22d/aus.Pco.in.dat
INT_output_file					22d/aus.Pco.ac3.NN.dat
INT_No._of_points_to_be_interpolated		21

INT_Inversion_Method_(CG/LUd/LUi)		LUi
INT_No._of_mac_its_for_CG_invert		10
INT_Calculate_error_bars_(yes/no)		yes
INT_No._of_s.d._for_error_bars			1
INT_Calculate_noise_level_(yes/no)		yes
---------------------------------------------------------------
Maximisation

Perform_Maximisation_(yes/no)			no

MAX_No._of_mac_its				20
MAX_Inversion_Method_(CG/LUd/LUi)		LUi
MAX_No._of_mac_its_for_CG_invert		10
MAX_output_file					maxout
---------------------------------------------------------------
Verbose_(0/1/2)					1

---------------------------------------------------------------
Priors 

prior_on_length_scales_(yes/no)			yes
prior_on_noise_(yes/no)				yes
prior_on_theta1_(yes/no)			no
prior_on_theta2_(yes/no)			no
prior_on_linear_term_(yes/no)			no
length_prior_mean				1.2
length_prior_sd					1.897
noise_prior_cbja				0.1
noise_prior_cbjb				200.0
theta1_prior_mean				d
theta1_prior_sd					d
theta2_prior_mean				d
theta2_prior_sd					d
linear_prior_mean				1.0
linear_prior_sd					1.0