Deep Bottleneck
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Literature summary
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User guide
Glossary
Experiments
Indices and tables
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Analyses
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Deep Bottleneck
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B
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C
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D
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E
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F
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I
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K
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L
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M
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N
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O
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P
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S
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T
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U
A
ActivityLogger (class in deep_bottleneck.callbacks.activity_logger)
ActivityPlotter (class in deep_bottleneck.plotter.activations)
ActivityProjector (class in deep_bottleneck.callbacks.activityprojector)
Artifact (class in deep_bottleneck.artifact_viewer)
(class in deep_bottleneck.eval_tools.artifact)
artifact_name_to_cls (deep_bottleneck.eval_tools.experiment.Experiment attribute)
ArtifactLoader (class in deep_bottleneck.artifact_viewer)
artifacts (deep_bottleneck.eval_tools.experiment.Experiment attribute)
B
BasePlotter (class in deep_bottleneck.plotter.base)
BinningMutualInformationEstimator (class in deep_bottleneck.mi_estimator.binning)
BoundedMutualInformationEstimator (class in deep_bottleneck.mi_estimator.bounded)
C
compute_mi() (deep_bottleneck.mi_estimator.base.MutualInformationEstimator method)
construct_full_dataset() (in module deep_bottleneck.utils)
content (deep_bottleneck.artifact_viewer.Artifact attribute)
(deep_bottleneck.eval_tools.artifact.Artifact attribute)
create_output_directory() (in module deep_bottleneck.run_experiments)
CSVArtifact (class in deep_bottleneck.artifact_viewer)
(class in deep_bottleneck.eval_tools.artifact)
D
data_shuffle() (in module deep_bottleneck.utils)
Dataset (class in deep_bottleneck.datasets.base_dataset)
deep_bottleneck (module)
deep_bottleneck.artifact_viewer (module)
deep_bottleneck.callbacks (module)
deep_bottleneck.callbacks.activity_logger (module)
deep_bottleneck.callbacks.activityprojector (module)
deep_bottleneck.callbacks.earlystopping_manual (module)
deep_bottleneck.callbacks.gradient_logger (module)
deep_bottleneck.callbacks.metrics_logger (module)
deep_bottleneck.datasets (module)
deep_bottleneck.datasets.base_dataset (module)
deep_bottleneck.datasets.fashion_mnist (module)
deep_bottleneck.datasets.harmonics (module)
deep_bottleneck.datasets.mnist (module)
deep_bottleneck.datasets.mushroom (module)
deep_bottleneck.eval_tools (module)
deep_bottleneck.eval_tools.artifact (module)
deep_bottleneck.eval_tools.experiment (module)
deep_bottleneck.eval_tools.experiment_loader (module)
deep_bottleneck.eval_tools.utils (module)
deep_bottleneck.mi_estimator (module)
deep_bottleneck.mi_estimator.base (module)
deep_bottleneck.mi_estimator.binning (module)
deep_bottleneck.mi_estimator.bounded (module)
deep_bottleneck.mi_estimator.kde (module)
deep_bottleneck.mi_estimator.lower (module)
deep_bottleneck.mi_estimator.upper (module)
deep_bottleneck.models (module)
deep_bottleneck.models.feedforward (module)
deep_bottleneck.models.feedforward_batchnorm (module)
deep_bottleneck.plotter (module)
deep_bottleneck.plotter.activations (module)
deep_bottleneck.plotter.activations_single_neuron (module)
deep_bottleneck.plotter.base (module)
deep_bottleneck.plotter.informationplane (module)
deep_bottleneck.plotter.informationplane_movie (module)
deep_bottleneck.plotter.snr (module)
deep_bottleneck.run_experiments (module)
deep_bottleneck.utils (module)
E
EarlyStoppingAtSpecificAccuracy (class in deep_bottleneck.callbacks.earlystopping_manual)
entropy_estimator_bd() (in module deep_bottleneck.mi_estimator.kde)
entropy_estimator_kl() (in module deep_bottleneck.mi_estimator.kde)
epoch_indexes (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
Experiment (class in deep_bottleneck.eval_tools.experiment)
ExperimentLoader (class in deep_bottleneck.eval_tools.experiment_loader)
extension (deep_bottleneck.artifact_viewer.Artifact attribute)
(deep_bottleneck.artifact_viewer.CSVArtifact attribute)
(deep_bottleneck.artifact_viewer.MP4Artifact attribute)
(deep_bottleneck.artifact_viewer.PNGArtifact attribute)
(deep_bottleneck.eval_tools.artifact.Artifact attribute)
(deep_bottleneck.eval_tools.artifact.CSVArtifact attribute)
(deep_bottleneck.eval_tools.artifact.MP4Artifact attribute)
(deep_bottleneck.eval_tools.artifact.PNGArtifact attribute)
F
file_ext (deep_bottleneck.plotter.activations.ActivityPlotter attribute)
(deep_bottleneck.plotter.activations_single_neuron.SingleNeuronActivityPlotter attribute)
(deep_bottleneck.plotter.base.BasePlotter attribute)
(deep_bottleneck.plotter.informationplane.InformationPlanePlotter attribute)
(deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
(deep_bottleneck.plotter.snr.SignalToNoiseRatioPlotter attribute)
fill_accuracy_subplot() (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
fill_infoplane_subplot() (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
find_by_config_key (deep_bottleneck.eval_tools.experiment_loader.ExperimentLoader attribute)
find_by_id (deep_bottleneck.eval_tools.experiment_loader.ExperimentLoader attribute)
find_by_ids() (deep_bottleneck.eval_tools.experiment_loader.ExperimentLoader method)
find_by_name (deep_bottleneck.eval_tools.experiment_loader.ExperimentLoader attribute)
find_differing_config_keys() (in module deep_bottleneck.eval_tools.utils)
format_config() (in module deep_bottleneck.eval_tools.utils)
from_db_object() (deep_bottleneck.eval_tools.experiment.Experiment class method)
from_labelled_subset() (deep_bottleneck.datasets.base_dataset.Dataset class method)
from_labels() (deep_bottleneck.datasets.base_dataset.LabelledDataset class method)
G
generate() (deep_bottleneck.plotter.base.BasePlotter method)
(deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
get_min_max() (in module deep_bottleneck.utils)
get_mongo_config() (in module deep_bottleneck.utils)
get_shape() (in module deep_bottleneck.mi_estimator.kde)
get_specifications() (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
GradientLogger (class in deep_bottleneck.callbacks.gradient_logger)
I
img (deep_bottleneck.eval_tools.artifact.PNGArtifact attribute)
import_IB_data_from_mat() (in module deep_bottleneck.datasets.harmonics)
InformationPlaneMoviePlotter (class in deep_bottleneck.plotter.informationplane_movie)
InformationPlanePlotter (class in deep_bottleneck.plotter.informationplane)
is_dense_like() (in module deep_bottleneck.utils)
K
kde_condentropy() (in module deep_bottleneck.mi_estimator.kde)
Kget_dists() (in module deep_bottleneck.mi_estimator.kde)
L
LabelledDataset (class in deep_bottleneck.datasets.base_dataset)
layers_colors (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
load (deep_bottleneck.artifact_viewer.ArtifactLoader attribute)
load() (deep_bottleneck.callbacks.earlystopping_manual.EarlyStoppingAtSpecificAccuracy class method)
(in module deep_bottleneck.callbacks.earlystopping_manual)
(in module deep_bottleneck.datasets.fashion_mnist)
(in module deep_bottleneck.datasets.harmonics)
(in module deep_bottleneck.datasets.mnist)
(in module deep_bottleneck.datasets.mushroom)
(in module deep_bottleneck.mi_estimator.binning)
(in module deep_bottleneck.mi_estimator.lower)
(in module deep_bottleneck.mi_estimator.upper)
(in module deep_bottleneck.models.feedforward)
(in module deep_bottleneck.models.feedforward_batchnorm)
(in module deep_bottleneck.plotter.activations)
(in module deep_bottleneck.plotter.activations_single_neuron)
(in module deep_bottleneck.plotter.informationplane)
(in module deep_bottleneck.plotter.informationplane_movie)
(in module deep_bottleneck.plotter.snr)
LowerBoundMutualInformationEstimator (class in deep_bottleneck.mi_estimator.lower)
M
main() (in module deep_bottleneck.run_experiments)
make_filename() (deep_bottleneck.plotter.base.BasePlotter method)
metrics (deep_bottleneck.eval_tools.experiment.Experiment attribute)
MetricsLogger (class in deep_bottleneck.callbacks.metrics_logger)
MP4Artifact (class in deep_bottleneck.artifact_viewer)
(class in deep_bottleneck.eval_tools.artifact)
MutualInformationEstimator (class in deep_bottleneck.mi_estimator.base)
N
nats2bits (deep_bottleneck.mi_estimator.base.MutualInformationEstimator attribute)
num_layers (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
O
on_batch_begin() (deep_bottleneck.callbacks.gradient_logger.GradientLogger method)
on_epoch_begin() (deep_bottleneck.callbacks.gradient_logger.GradientLogger method)
on_epoch_end() (deep_bottleneck.callbacks.activity_logger.ActivityLogger method)
(deep_bottleneck.callbacks.activityprojector.ActivityProjector method)
(deep_bottleneck.callbacks.earlystopping_manual.EarlyStoppingAtSpecificAccuracy method)
(deep_bottleneck.callbacks.gradient_logger.GradientLogger method)
(deep_bottleneck.callbacks.metrics_logger.MetricsLogger method)
(deep_bottleneck.callbacks.metrics_logger.SacredMetricsLogger method)
on_train_begin() (deep_bottleneck.callbacks.activity_logger.ActivityLogger method)
(deep_bottleneck.callbacks.gradient_logger.GradientLogger method)
on_train_end() (deep_bottleneck.callbacks.activityprojector.ActivityProjector method)
P
parse_command_line_args() (in module deep_bottleneck.run_experiments)
plot() (deep_bottleneck.plotter.activations.ActivityPlotter method)
(deep_bottleneck.plotter.activations_single_neuron.SingleNeuronActivityPlotter method)
(deep_bottleneck.plotter.base.BasePlotter method)
(deep_bottleneck.plotter.informationplane.InformationPlanePlotter method)
(deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
(deep_bottleneck.plotter.snr.SignalToNoiseRatioPlotter method)
plotname (deep_bottleneck.plotter.activations.ActivityPlotter attribute)
(deep_bottleneck.plotter.activations_single_neuron.SingleNeuronActivityPlotter attribute)
(deep_bottleneck.plotter.base.BasePlotter attribute)
(deep_bottleneck.plotter.informationplane.InformationPlanePlotter attribute)
(deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
(deep_bottleneck.plotter.snr.SignalToNoiseRatioPlotter attribute)
PNGArtifact (class in deep_bottleneck.artifact_viewer)
(class in deep_bottleneck.eval_tools.artifact)
Python Enhancement Proposals
PEP 8
S
SacredMetricsLogger (class in deep_bottleneck.callbacks.metrics_logger)
save() (deep_bottleneck.artifact_viewer.Artifact method)
(deep_bottleneck.eval_tools.artifact.Artifact method)
set_model() (deep_bottleneck.callbacks.activityprojector.ActivityProjector method)
setup_accuracy_subplot() (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
setup_infoplane_subplot() (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter method)
show() (deep_bottleneck.artifact_viewer.CSVArtifact method)
(deep_bottleneck.artifact_viewer.MP4Artifact method)
(deep_bottleneck.artifact_viewer.PNGArtifact method)
(deep_bottleneck.eval_tools.artifact.CSVArtifact method)
(deep_bottleneck.eval_tools.artifact.MP4Artifact method)
(deep_bottleneck.eval_tools.artifact.PNGArtifact method)
shuffle_in_unison_inplace() (in module deep_bottleneck.utils)
SignalToNoiseRatioPlotter (class in deep_bottleneck.plotter.snr)
SingleNeuronActivityPlotter (class in deep_bottleneck.plotter.activations_single_neuron)
start_experiment() (in module deep_bottleneck.run_experiments)
start_experiments() (in module deep_bottleneck.run_experiments)
T
total_number_of_epochs (deep_bottleneck.plotter.informationplane_movie.InformationPlaneMoviePlotter attribute)
U
UpperBoundMutualInformationEstimator (class in deep_bottleneck.mi_estimator.upper)
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