EncodingInformation
Contents:
Information Estimation Functions
Models Documentation
Datasets Documentation
Image Processing Functions
Plot Utilities Module
EncodingInformation
Index
Index
_
|
A
|
B
|
C
|
E
|
F
|
G
|
H
|
L
|
M
|
N
|
O
|
P
|
R
|
S
_
__init__() (encoding_information.datasets.bsccm_utils.BSCCMDataset method)
(encoding_information.datasets.cfa_dataset.ColorFilterArrayDataset method)
(encoding_information.datasets.hml_dataset.HyperspectralMetalensDataset method)
(encoding_information.datasets.mnist_dataset.MNISTDataset method)
(encoding_information.models.conditional_entropy_models.AnalyticGaussianNoiseModel method)
(encoding_information.models.gaussian_process.FullGaussianProcess method)
(encoding_information.models.gaussian_process.StationaryGaussianProcess method)
(encoding_information.models.pixel_cnn.PixelCNN method)
_bsccm (encoding_information.datasets.bsccm_utils.BSCCMDataset attribute)
_center_crop() (encoding_information.datasets.hml_dataset.HyperspectralMetalensDataset method)
A
add() (encoding_information.plot_utils.OverlayedHistograms method)
add_multiple_colorbars() (in module encoding_information.plot_utils)
add_noise() (in module encoding_information.image_utils)
analytic_multivariate_gaussian_entropy() (in module encoding_information.information_estimation)
AnalyticGaussianNoiseModel (class in encoding_information.models.conditional_entropy_models)
ax (encoding_information.plot_utils.OverlayedHistograms attribute)
B
bins (encoding_information.plot_utils.OverlayedHistograms attribute)
BSCCMDataset (class in encoding_information.datasets.bsccm_utils)
C
ColorFilterArrayDataset (class in encoding_information.datasets.cfa_dataset)
compute_negative_log_likelihood() (encoding_information.models.gaussian_process.FullGaussianProcess method)
(encoding_information.models.gaussian_process.StationaryGaussianProcess method)
(encoding_information.models.pixel_cnn.PixelCNN method)
E
estimate_conditional_entropy() (encoding_information.models.conditional_entropy_models.AnalyticGaussianNoiseModel method)
(encoding_information.models.conditional_entropy_models.PoissonNoiseModel method)
(in module encoding_information.information_estimation)
estimate_information() (in module encoding_information.information_estimation)
estimate_mutual_information() (in module encoding_information.information_estimation)
estimate_task_specific_mutual_information() (in module encoding_information.information_estimation)
extract_patches() (in module encoding_information.image_utils)
F
fit() (encoding_information.models.gaussian_process.StationaryGaussianProcess method)
(encoding_information.models.pixel_cnn.PixelCNN method)
FullGaussianProcess (class in encoding_information.models.gaussian_process)
G
generate_bins() (encoding_information.plot_utils.OverlayedHistograms method)
generate_samples() (encoding_information.models.gaussian_process.FullGaussianProcess method)
(encoding_information.models.gaussian_process.StationaryGaussianProcess method)
(encoding_information.models.pixel_cnn.PixelCNN method)
get_hist_counts() (encoding_information.plot_utils.OverlayedHistograms method)
get_measurements() (encoding_information.datasets.bsccm_utils.BSCCMDataset method)
(encoding_information.datasets.cfa_dataset.ColorFilterArrayDataset method)
(encoding_information.datasets.hml_dataset.HyperspectralMetalensDataset method)
(encoding_information.datasets.mnist_dataset.MNISTDataset method)
get_shape() (encoding_information.datasets.bsccm_utils.BSCCMDataset method)
(encoding_information.datasets.cfa_dataset.ColorFilterArrayDataset method)
(encoding_information.datasets.hml_dataset.HyperspectralMetalensDataset method)
(encoding_information.datasets.mnist_dataset.MNISTDataset method)
H
HyperspectralMetalensDataset (class in encoding_information.datasets.hml_dataset)
L
log (encoding_information.plot_utils.OverlayedHistograms attribute)
logx (encoding_information.plot_utils.OverlayedHistograms attribute)
M
MNISTDataset (class in encoding_information.datasets.mnist_dataset)
N
nearest_neighbors_entropy_estimate() (in module encoding_information.information_estimation)
normalize_image_stack() (in module encoding_information.image_utils)
num_bins (encoding_information.plot_utils.OverlayedHistograms attribute)
num_hidden_channels (encoding_information.models.pixel_cnn.PixelCNN attribute)
num_mixture_components (encoding_information.models.pixel_cnn.PixelCNN attribute)
O
OverlayedHistograms (class in encoding_information.plot_utils)
P
PixelCNN (class in encoding_information.models.pixel_cnn)
plot() (encoding_information.plot_utils.OverlayedHistograms method)
plot_eigenvalues() (in module encoding_information.plot_utils)
plot_intensity_coord_histogram() (in module encoding_information.plot_utils)
plot_optimization_loss_history() (in module encoding_information.plot_utils)
plot_samples() (in module encoding_information.plot_utils)
PoissonNoiseModel (class in encoding_information.models.conditional_entropy_models)
R
run_bootstrap() (in module encoding_information.information_estimation)
S
StationaryGaussianProcess (class in encoding_information.models.gaussian_process)