Index

A

AMISE_bandwidth() (in module tensiometer.mcmc_tension.kde)

annealed_weight_loss (class in tensiometer.synthetic_probability.loss_functions)

B

bernoulli_thin() (in module tensiometer.utilities)

C

call() (tensiometer.synthetic_probability.loss_functions.standard_loss method) clopper_pearson_binomial_trial() (in module tensiometer.utilities) compute_loss() (tensiometer.synthetic_probability.loss_functions.constant_weight_loss method) (tensiometer.synthetic_probability.loss_functions.variable_weight_loss method)

compute_loss_components() (tensiometer.synthetic_probability.loss_functions.constant_weight_loss method) (tensiometer.synthetic_probability.loss_functions.standard_loss method) (tensiometer.synthetic_probability.loss_functions.variable_weight_loss method) constant_weight_loss (class in tensiometer.synthetic_probability.loss_functions)

E

estimate_shift() (in module tensiometer.mcmc_tension.flow) estimate_shift_from_samples() (in module tensiometer.mcmc_tension.flow)

eu_to_sphere_grad() (in module tensiometer.tensor_eigenvalues) eu_to_sphere_hess() (in module tensiometer.tensor_eigenvalues) ExponentialDecayScheduler (class in tensiometer.synthetic_probability.lr_schedulers)

F

filter_kwargs() (in module tensiometer.utilities) flow_parameter_shift() (in module tensiometer.mcmc_tension.flow)

from_chi2_to_sigma() (in module tensiometer.utilities) from_confidence_to_sigma() (in module tensiometer.utilities) from_sigma_to_confidence() (in module tensiometer.utilities)

G

gaussian_approximation() (in module tensiometer.gaussian_tension) get_cosmosis_info() (in module tensiometer.cosmosis_interface) get_localized_covariance() (in module tensiometer.gaussian_tension) get_MAP_loglike() (in module tensiometer.gaussian_tension) get_maximum_likelihood() (in module tensiometer.cosmosis_interface) get_name_tag() (in module tensiometer.cosmosis_interface) get_Neff() (in module tensiometer.gaussian_tension) get_param_labels() (in module tensiometer.cosmosis_interface) get_param_names() (in module tensiometer.cosmosis_interface) get_prior_covariance() (in module tensiometer.gaussian_tension) get_ranges() (in module tensiometer.cosmosis_interface)

get_sampler_type() (in module tensiometer.cosmosis_interface) get_separate_mcsamples() (in module tensiometer.utilities) GR_test() (in module tensiometer.chains_convergence) GR_test_from_samples() (in module tensiometer.chains_convergence) GRn_test() (in module tensiometer.chains_convergence) GRn_test_1D() (in module tensiometer.chains_convergence) GRn_test_1D_samples() (in module tensiometer.chains_convergence) GRn_test_from_samples() (in module tensiometer.chains_convergence) GtRq() (in module tensiometer.tensor_eigenvalues) GtRq_brute_2D() (in module tensiometer.tensor_eigenvalues) GtRq_Hess_brute() (in module tensiometer.tensor_eigenvalues) GtRq_Jac_brute() (in module tensiometer.tensor_eigenvalues)

I

identity_tensor() (in module tensiometer.tensor_eigenvalues)

is_outlier() (in module tensiometer.utilities)

K

kde_parameter_shift() (in module tensiometer.mcmc_tension.kde) kde_parameter_shift_1D_fft() (in module tensiometer.mcmc_tension.kde)

kde_parameter_shift_2D_fft() (in module tensiometer.mcmc_tension.kde) KL_decomposition() (in module tensiometer.utilities) KL_divergence() (in module tensiometer.synthetic_probability.flow_utilities)

L

linear_CPCA() (in module tensiometer.gaussian_tension)

linear_CPCA_chains() (in module tensiometer.gaussian_tension) LRAdaptLossSlopeEarlyStop (class in tensiometer.synthetic_probability.lr_schedulers)

M

make_list() (in module tensiometer.utilities) MAX_bandwidth() (in module tensiometer.mcmc_tension.kde) max_GtRq_brute() (in module tensiometer.tensor_eigenvalues) max_GtRq_geap_power() (in module tensiometer.tensor_eigenvalues) max_tRq_brute() (in module tensiometer.tensor_eigenvalues) max_tRq_dynsys() (in module tensiometer.tensor_eigenvalues) max_tRq_geap() (in module tensiometer.tensor_eigenvalues) max_tRq_power() (in module tensiometer.tensor_eigenvalues) max_tRq_shift_power() (in module tensiometer.tensor_eigenvalues) MCSamplesFromCosmosis() (in module tensiometer.cosmosis_interface) MISE_bandwidth() (in module tensiometer.mcmc_tension.kde) MISE_bandwidth_1d() (in module tensiometer.mcmc_tension.kde) module tensiometer.chains_convergence tensiometer.cosmosis_interface tensiometer.gaussian_tension tensiometer.mcmc_tension.__init__ tensiometer.mcmc_tension.flow tensiometer.mcmc_tension.kde tensiometer.mcmc_tension.param_diff tensiometer.synthetic_probability.__init__ tensiometer.synthetic_probability.flow_CPCA tensiometer.synthetic_probability.flow_utilities tensiometer.synthetic_probability.loss_functions tensiometer.synthetic_probability.lr_schedulers tensiometer.tensor_eigenvalues tensiometer.utilities

N

number_eigenvalues() (in module tensiometer.tensor_eigenvalues)

O

OptimizeBandwidth_1D() (in module tensiometer.mcmc_tension.kde)

P

parameter_diff_chain() (in module tensiometer.mcmc_tension.param_diff) parameter_diff_weighted_samples() (in module tensiometer.mcmc_tension.param_diff) PDM_to_vector() (in module tensiometer.utilities) polish_samples() (in module tensiometer.cosmosis_interface) PowerLawDecayScheduler (class in tensiometer.synthetic_probability.lr_schedulers) print_CPCA_results() (in module tensiometer.gaussian_tension)

print_feedback() (tensiometer.synthetic_probability.loss_functions.annealed_weight_loss method) (tensiometer.synthetic_probability.loss_functions.constant_weight_loss method) (tensiometer.synthetic_probability.loss_functions.random_weight_loss method) (tensiometer.synthetic_probability.loss_functions.SharpStep method) (tensiometer.synthetic_probability.loss_functions.SoftAdapt_weight_loss method) (tensiometer.synthetic_probability.loss_functions.standard_loss method) (tensiometer.synthetic_probability.loss_functions.variable_weight_loss method)

Q

Q_DM() (in module tensiometer.gaussian_tension) Q_DMAP() (in module tensiometer.gaussian_tension) Q_MAP() (in module tensiometer.gaussian_tension) Q_UDM() (in module tensiometer.gaussian_tension)

Q_UDM_covariance_components() (in module tensiometer.gaussian_tension) Q_UDM_fisher_components() (in module tensiometer.gaussian_tension) Q_UDM_get_cutoff() (in module tensiometer.gaussian_tension) Q_UDM_KL_components() (in module tensiometer.gaussian_tension) QR_inverse() (in module tensiometer.utilities)

R

random_samples_reshuffle() (in module tensiometer.utilities) random_symm_positive_tensor() (in module tensiometer.tensor_eigenvalues) random_symm_tensor() (in module tensiometer.tensor_eigenvalues)

random_weight_loss (class in tensiometer.synthetic_probability.loss_functions) reset() (tensiometer.synthetic_probability.loss_functions.constant_weight_loss method) (tensiometer.synthetic_probability.loss_functions.standard_loss method) (tensiometer.synthetic_probability.loss_functions.variable_weight_loss method)

S

Scotts_bandwidth() (in module tensiometer.mcmc_tension.kde) SharpStep (class in tensiometer.synthetic_probability.loss_functions) SoftAdapt_weight_loss (class in tensiometer.synthetic_probability.loss_functions) solve_eigenvalue_ode_abs() (in module tensiometer.synthetic_probability.flow_CPCA)

solve_eigenvalue_ode_par() (in module tensiometer.synthetic_probability.flow_CPCA) solve_KL_ode() (in module tensiometer.synthetic_probability.flow_CPCA) standard_loss (class in tensiometer.synthetic_probability.loss_functions) StepDecayScheduler (class in tensiometer.synthetic_probability.lr_schedulers)

T

tensiometer.chains_convergence module tensiometer.cosmosis_interface module tensiometer.gaussian_tension module tensiometer.mcmc_tension.__init__ module tensiometer.mcmc_tension.flow module tensiometer.mcmc_tension.kde module tensiometer.mcmc_tension.param_diff module tensiometer.synthetic_probability.__init__ module tensiometer.synthetic_probability.flow_CPCA module

tensiometer.synthetic_probability.flow_utilities module tensiometer.synthetic_probability.loss_functions module tensiometer.synthetic_probability.lr_schedulers module tensiometer.tensor_eigenvalues module tensiometer.utilities module tensor_contraction() (in module tensiometer.tensor_eigenvalues) tensor_contraction_brute_1() (in module tensiometer.tensor_eigenvalues) tensor_contraction_brute_2() (in module tensiometer.tensor_eigenvalues) tensor_deflation() (in module tensiometer.tensor_eigenvalues) tf_CPC_decomposition() (in module tensiometer.synthetic_probability.flow_CPCA) tRq() (in module tensiometer.tensor_eigenvalues) tRq_brute_2D() (in module tensiometer.tensor_eigenvalues) tRq_dyn_sys_brute() (in module tensiometer.tensor_eigenvalues) tRq_nder() (in module tensiometer.tensor_eigenvalues)

U

UCV_bandwidth() (in module tensiometer.mcmc_tension.kde) UCV_SP_bandwidth() (in module tensiometer.mcmc_tension.kde) update_lambda_values_on_epoch_begin() (tensiometer.synthetic_probability.loss_functions.annealed_weight_loss method) (tensiometer.synthetic_probability.loss_functions.random_weight_loss method) (tensiometer.synthetic_probability.loss_functions.SharpStep method) (tensiometer.synthetic_probability.loss_functions.SoftAdapt_weight_loss method) (tensiometer.synthetic_probability.loss_functions.variable_weight_loss method)

V

variable_weight_loss (class in tensiometer.synthetic_probability.loss_functions)

vector_to_PDM() (in module tensiometer.utilities)

W

whiten_samples() (in module tensiometer.utilities)