User Guide
Installation
Background
Harmonic mean estimator
Re-targeted harmonic mean estimator
Learnt harmonic mean estimator
Learning a suitable target distribution
Bayes factors
Log-space variance
Tutorials
Basic Usage
Checkpointing
API
Namespaces
Harmonic
Index
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
P
|
R
|
S
|
V
|
W
_
__init__() (harmonic.Chains method)
,
[1]
(harmonic.Evidence method)
,
[1]
(harmonic.model.RealNVPModel method)
,
[1]
(harmonic.model.RQSplineModel method)
,
[1]
(harmonic.model_legacy.HyperSphere method)
,
[1]
(harmonic.model_legacy.KernelDensityEstimate method)
,
[1]
(harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
A
ABS_MAX_SHIFT (harmonic.Shifting attribute)
,
[1]
add() (harmonic.Chains method)
,
[1]
add_chain() (harmonic.Chains method)
,
[1]
add_chains() (harmonic.Evidence method)
,
[1]
add_chains_2d() (harmonic.Chains method)
,
[1]
add_chains_2d_list() (harmonic.Chains method)
,
[1]
add_chains_3d() (harmonic.Chains method)
,
[1]
B
beta_to_weights_wrap() (in module harmonic.model_legacy)
,
[1]
C
calculate_gaussian_normalisation_wrap() (in module harmonic.model_legacy)
,
[1]
Chains (class in harmonic)
,
[1]
check_basic_diagnostic() (harmonic.Evidence method)
,
[1]
compute_bayes_factor() (in module harmonic.evidence)
,
[1]
compute_evidence() (harmonic.Evidence method)
,
[1]
compute_ln_bayes_factor() (in module harmonic.evidence)
,
[1]
compute_ln_evidence() (harmonic.Evidence method)
,
[1]
compute_ln_inv_evidence_errors() (harmonic.Evidence method)
,
[1]
critical_log() (in module harmonic.logs)
,
[1]
cross_validation() (in module harmonic.utils)
,
[1]
D
debug_log() (in module harmonic.logs)
,
[1]
deepcopy() (harmonic.Chains method)
,
[1]
delta_theta_ij_wrap() (in module harmonic.model_legacy)
,
[1]
deserialize() (harmonic.Evidence class method)
,
[1]
E
eval_func_on_grid() (in module harmonic.utils)
,
[1]
evaluate_one_gaussian_wrap() (in module harmonic.model_legacy)
,
[1]
Evidence (class in harmonic)
,
[1]
F
fit() (harmonic.model.FlowModel method)
,
[1]
(harmonic.model_legacy.HyperSphere method)
,
[1]
(harmonic.model_legacy.KernelDensityEstimate method)
,
[1]
(harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
FlowModel (class in harmonic.model)
,
[1]
G
get_chain_indices() (harmonic.Chains method)
,
[1]
get_masks() (harmonic.Evidence method)
,
[1]
get_sub_chains() (harmonic.Chains method)
,
[1]
H
harmonic.evidence
module
,
[1]
harmonic.logs
module
,
[1]
harmonic.model
module
,
[1]
harmonic.model_legacy
module
,
[1]
harmonic.utils
module
,
[1]
HyperSphere (class in harmonic.model_legacy)
,
[1]
I
info_log() (in module harmonic.logs)
,
[1]
K
KernelDensityEstimate (class in harmonic.model_legacy)
,
[1]
L
log_prob() (harmonic.flows.RealNVP method)
,
[1]
(harmonic.flows.RQSpline method)
,
[1]
M
make_flow() (harmonic.flows.RealNVP method)
,
[1]
(harmonic.flows.RQSpline method)
,
[1]
make_training_loop() (in module harmonic.model)
,
[1]
MAX_SHIFT (harmonic.Shifting attribute)
,
[1]
MEAN_SHIFT (harmonic.Shifting attribute)
,
[1]
MIN_SHIFT (harmonic.Shifting attribute)
,
[1]
ModifiedGaussianMixtureModel (class in harmonic.model_legacy)
,
[1]
module
harmonic.evidence
,
[1]
harmonic.logs
,
[1]
harmonic.model
,
[1]
harmonic.model_legacy
,
[1]
harmonic.utils
,
[1]
N
nsamples_per_chain() (harmonic.Chains method)
,
[1]
P
plot_getdist() (in module harmonic.utils)
,
[1]
plot_getdist_compare() (in module harmonic.utils)
,
[1]
precompute_normalising_factor() (harmonic.model_legacy.KernelDensityEstimate method)
,
[1]
predict() (harmonic.model.FlowModel method)
,
[1]
(harmonic.model_legacy.HyperSphere method)
,
[1]
(harmonic.model_legacy.KernelDensityEstimate method)
,
[1]
(harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
process_run() (harmonic.Evidence method)
,
[1]
R
RealNVP (class in harmonic.flows)
,
[1]
RealNVPModel (class in harmonic.model)
,
[1]
remove_burnin() (harmonic.Chains method)
,
[1]
RQSpline (class in harmonic.flows)
,
[1]
RQSplineModel (class in harmonic.model)
,
[1]
S
sample() (harmonic.flows.RealNVP method)
,
[1]
(harmonic.flows.RQSpline method)
,
[1]
(harmonic.model.FlowModel method)
,
[1]
serialize() (harmonic.Evidence method)
,
[1]
set_alphas() (harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
set_centre() (harmonic.model_legacy.HyperSphere method)
,
[1]
set_centres() (harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
set_centres_and_inv_covariance() (harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
set_inv_covariance() (harmonic.model_legacy.HyperSphere method)
,
[1]
(harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
set_precomputed_values() (harmonic.model_legacy.HyperSphere method)
,
[1]
set_R() (harmonic.model_legacy.HyperSphere method)
,
[1]
set_scales() (harmonic.model_legacy.KernelDensityEstimate method)
,
[1]
set_shift() (harmonic.Evidence method)
,
[1]
set_weights() (harmonic.model_legacy.ModifiedGaussianMixtureModel method)
,
[1]
setup() (harmonic.flows.RealNVP method)
,
[1]
(harmonic.flows.RQSpline method)
,
[1]
setup_logging() (in module harmonic.logs)
,
[1]
shallowcopy() (harmonic.Chains method)
,
[1]
Shifting (class in harmonic)
,
[1]
split_data() (in module harmonic.utils)
,
[1]
split_into_blocks() (harmonic.Chains method)
,
[1]
V
validation_fit_indexes() (in module harmonic.utils)
,
[1]
W
warning_log() (in module harmonic.logs)
,
[1]