Pytorch-Sconce
master (0.10.0 )
Class Reference
Data Generators
DataGenerator
ImageDataGenerator (deprecated)
SingleClassImageDataGenerator
MultiClassImageDataGenerator
Datasests
CsvImageFolder
Transforms
NHot
Rate Controllers
RateController
CompositeRateController
ConstantRateController
CosineRateController
ExponentialRateController
LinearRateController
StepRateController
TriangleRateController
Monitors
Monitor
CompositeMonitor
DataframeMonitor
LosswiseMonitor
RingbufferMonitor
StdoutMonitor
Models
BasicAutoencoder
BasicConvolutionalAutoencoder
BasicClassifer
MultilayerPerceptron
WideResnetImageClassifier
Trainers
Basic Trainer
AutoencoderTrainer
SingleClassImageClassifierTrainer
ClassifierTrainer (deprecated)
Pytorch-Sconce
Docs
»
Index
Index
A
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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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G
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I
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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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R
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S
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T
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U
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W
A
AdaptiveAveragePooling2dLayer (class in sconce.models.wide_resnet_image_classifier)
add() (sconce.utils.Progbar method)
add_monitor() (sconce.monitors.base.CompositeMonitor method)
add_rate_controller() (sconce.rate_controllers.base.CompositeRateController method)
AutoencoderMixin (class in sconce.trainers.autoencoder_trainer)
AutoencoderTrainer (class in sconce.trainers)
(class in sconce.trainers.autoencoder_trainer)
B
BasicAutoencoder (class in sconce.models)
(class in sconce.models.basic_autoencoder)
BasicClassifier (class in sconce.models)
(class in sconce.models.basic_classifier)
BasicConvolutionalAutoencoder (class in sconce.models)
batch_size (sconce.data_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
C
calculate_loss() (sconce.models.basic_autoencoder.BasicAutoencoder method)
(sconce.models.basic_classifier.BasicClassifier method)
(sconce.models.multilayer_perceptron.MultilayerPerceptron method)
(sconce.models.wide_resnet_image_classifier.WideResnetImageClassifier method)
calculate_metrics() (sconce.models.basic_classifier.BasicClassifier method)
(sconce.models.multilayer_perceptron.MultilayerPerceptron method)
(sconce.models.wide_resnet_image_classifier.WideResnetImageClassifier method)
checkpoint() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
ClassifierTrainer (class in sconce.trainers)
(class in sconce.trainers.single_class_image_classifier_trainer)
CompositeMonitor (class in sconce.monitors)
(class in sconce.monitors.base)
CompositeRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.base)
ConstantRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.constant_rate_controller)
Convolution2dLayer (class in sconce.models.layers.convolution2d_layer)
CosineRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.cosine_rate_controller)
CsvImageFolder (class in sconce.datasets)
(class in sconce.datasets.csv_image_folder)
cuda() (sconce.data_generators.base.DataGenerator method)
(sconce.data_generators.DataGenerator method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
D
DataframeMonitor (class in sconce.monitors)
(class in sconce.monitors.dataframe_monitor)
DataGenerator (class in sconce.data_generators)
(class in sconce.data_generators.base)
dataset (sconce.data_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
decode() (sconce.models.basic_autoencoder.BasicAutoencoder method)
df (sconce.monitors.dataframe_monitor.DataframeMonitor attribute)
E
encode() (sconce.models.basic_autoencoder.BasicAutoencoder method)
end_session() (sconce.monitors.base.CompositeMonitor method)
(sconce.monitors.Monitor method)
(sconce.monitors.base.Monitor method)
ExponentialRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.exponential_rate_controller)
F
forward() (sconce.models.basic_autoencoder.BasicAutoencoder method)
(sconce.models.basic_classifier.BasicClassifier method)
(sconce.models.layers.convolution2d_layer.Convolution2dLayer method)
(sconce.models.layers.fully_connected_layer.FullyConnectedLayer method)
(sconce.models.multilayer_perceptron.MultilayerPerceptron method)
(sconce.models.wide_resnet_image_classifier.AdaptiveAveragePooling2dLayer method)
(sconce.models.wide_resnet_image_classifier.WideResnetBlock_3x3 method)
(sconce.models.wide_resnet_image_classifier.WideResnetGroup_3x3 method)
(sconce.models.wide_resnet_image_classifier.WideResnetImageClassifier method)
found_extensions (sconce.datasets.csv_image_folder.CsvImageFolder attribute)
freeze_batchnorm_layers() (sconce.models.basic_classifier.BasicClassifier method)
from_dataset() (sconce.data_generators.base.DataGenerator class method)
(sconce.data_generators.DataGenerator class method)
(sconce.data_generators.MultiClassImageDataGenerator class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
from_file() (sconce.monitors.dataframe_monitor.DataframeMonitor class method)
from_image_folder() (sconce.data_generators.single_class_image_data_generator.SingleClassImageDataGenerator class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
from_torchvision() (sconce.data_generators.single_class_image_data_generator.SingleClassImageDataGenerator class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
FullyConnectedLayer (class in sconce.models.layers.fully_connected_layer)
G
get_class_df() (sconce.data_generators.image_mixin.ImageMixin method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
get_classification_accuracy() (sconce.trainers.single_class_image_classifier_trainer.SingleClassImageClassifierMixin method)
get_confusion_matrix() (sconce.trainers.single_class_image_classifier_trainer.SingleClassImageClassifierMixin method)
get_image_size() (in module sconce.data_generators.image_mixin)
get_image_size_df() (sconce.data_generators.image_mixin.ImageMixin method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
get_sample() (sconce.datasets.csv_image_folder.CsvImageFolder method)
get_target() (sconce.datasets.csv_image_folder.CsvImageFolder method)
I
ImageDataGenerator (class in sconce.data_generators)
ImageMixin (class in sconce.data_generators.image_mixin)
is_blacklisted() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
L
layers (sconce.models.basic_classifier.BasicClassifier attribute)
LinearRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.linear_rate_controller)
load_model_state() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
LosswiseMonitor (class in sconce.monitors)
(class in sconce.monitors.losswise_monitor)
M
mean() (sconce.monitors.ringbuffer_monitor.RingbufferMonitor method)
Monitor (class in sconce.monitors)
(class in sconce.monitors.base)
movement_index (sconce.monitors.ringbuffer_monitor.RingbufferMonitor attribute)
multi_train() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
MultiClassImageDataGenerator (class in sconce.data_generators)
(class in sconce.data_generators.multi_class_image_data_generator)
MultilayerPerceptron (class in sconce.models)
(class in sconce.models.multilayer_perceptron)
N
new_from_yaml_file() (sconce.models.basic_classifier.BasicClassifier class method)
(sconce.models.BasicClassifier class method)
(sconce.models.MultilayerPerceptron class method)
(sconce.models.multilayer_perceptron.MultilayerPerceptron class method)
new_from_yaml_filename() (sconce.models.basic_classifier.BasicClassifier class method)
(sconce.models.BasicClassifier class method)
(sconce.models.MultilayerPerceptron class method)
(sconce.models.multilayer_perceptron.MultilayerPerceptron class method)
new_learning_rate() (sconce.rate_controllers.base.CompositeRateController method)
(sconce.rate_controllers.RateController method)
(sconce.rate_controllers.base.RateController method)
(sconce.rate_controllers.constant_rate_controller.ConstantRateController method)
(sconce.rate_controllers.cosine_rate_controller.CosineRateController method)
(sconce.rate_controllers.exponential_rate_controller.ExponentialRateController method)
(sconce.rate_controllers.linear_rate_controller.LinearRateController method)
(sconce.rate_controllers.step_rate_controller.StepRateController method)
(sconce.rate_controllers.triangle_rate_controller.TriangleRateController method)
next() (sconce.data_generators.base.DataGenerator method)
NHot (class in sconce.transforms)
,
[1]
num_channels (sconce.data_generators.image_mixin.ImageMixin attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
num_classes (sconce.datasets.csv_image_folder.CsvImageFolder attribute)
num_samples (sconce.data_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
num_trainable_parameters (sconce.trainer.Trainer attribute)
,
[1]
(sconce.trainers.AutoencoderTrainer attribute)
(sconce.trainers.SingleClassImageClassifierTrainer attribute)
O
out_height() (sconce.models.layers.convolution2d_layer.Convolution2dLayer method)
out_width() (sconce.models.layers.convolution2d_layer.Convolution2dLayer method)
P
plot() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
plot_class_summary() (sconce.data_generators.image_mixin.ImageMixin method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
plot_confusion_matrix() (sconce.trainers.single_class_image_classifier_trainer.SingleClassImageClassifierMixin method)
plot_image_size_summary() (sconce.data_generators.image_mixin.ImageMixin method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
plot_input_output_pairs() (sconce.trainers.autoencoder_trainer.AutoencoderMixin method)
plot_latent_space() (sconce.trainers.autoencoder_trainer.AutoencoderMixin method)
plot_learning_rate_survey() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
plot_samples() (sconce.trainers.single_class_image_classifier_trainer.SingleClassImageClassifierMixin method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
preprocess() (sconce.data_generators.base.DataGenerator method)
Progbar (class in sconce.utils)
R
RateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.base)
real_dataset (sconce.data_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
reset() (sconce.data_generators.base.DataGenerator method)
(sconce.data_generators.DataGenerator method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
reset_monitor() (sconce.rate_controllers.constant_rate_controller.ConstantRateController method)
restore() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
RingbufferMonitor (class in sconce.monitors)
(class in sconce.monitors.ringbuffer_monitor)
S
save() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
save_model_state() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
sconce.data_generators.base (module)
sconce.data_generators.image_data_generator (module)
sconce.data_generators.image_mixin (module)
sconce.data_generators.multi_class_image_data_generator (module)
sconce.data_generators.single_class_image_data_generator (module)
sconce.datasets.csv_image_folder (module)
sconce.models (module)
sconce.models.basic_autoencoder (module)
sconce.models.basic_classifier (module)
sconce.models.layers.convolution2d_layer (module)
sconce.models.layers.fully_connected_layer (module)
sconce.models.multilayer_perceptron (module)
sconce.models.wide_resnet_image_classifier (module)
sconce.monitors.base (module)
sconce.monitors.dataframe_monitor (module)
sconce.monitors.losswise_monitor (module)
sconce.monitors.ringbuffer_monitor (module)
sconce.monitors.stdout_monitor (module)
sconce.rate_controllers.base (module)
sconce.rate_controllers.constant_rate_controller (module)
sconce.rate_controllers.cosine_rate_controller (module)
sconce.rate_controllers.exponential_rate_controller (module)
sconce.rate_controllers.linear_rate_controller (module)
sconce.rate_controllers.step_rate_controller (module)
sconce.rate_controllers.triangle_rate_controller (module)
sconce.trainer (module)
sconce.trainers.autoencoder_trainer (module)
sconce.trainers.single_class_image_classifier_trainer (module)
sconce.transforms (module)
sconce.utils (module)
should_continue() (sconce.rate_controllers.exponential_rate_controller.ExponentialRateController method)
(sconce.rate_controllers.linear_rate_controller.LinearRateController method)
SingleClassImageClassifierMixin (class in sconce.trainers.single_class_image_classifier_trainer)
SingleClassImageClassifierTrainer (class in sconce.trainers)
(class in sconce.trainers.single_class_image_classifier_trainer)
SingleClassImageDataGenerator (class in sconce.data_generators)
(class in sconce.data_generators.single_class_image_data_generator)
start_session() (sconce.monitors.base.CompositeMonitor method)
(sconce.monitors.Monitor method)
(sconce.monitors.base.Monitor method)
(sconce.monitors.dataframe_monitor.DataframeMonitor method)
(sconce.monitors.losswise_monitor.LosswiseMonitor method)
(sconce.monitors.ringbuffer_monitor.RingbufferMonitor method)
(sconce.monitors.stdout_monitor.StdoutMonitor method)
(sconce.rate_controllers.RateController method)
(sconce.rate_controllers.base.CompositeRateController method)
(sconce.rate_controllers.base.RateController method)
(sconce.rate_controllers.constant_rate_controller.ConstantRateController method)
(sconce.rate_controllers.cosine_rate_controller.CosineRateController method)
(sconce.rate_controllers.exponential_rate_controller.ExponentialRateController method)
(sconce.rate_controllers.linear_rate_controller.LinearRateController method)
(sconce.rate_controllers.step_rate_controller.StepRateController method)
(sconce.rate_controllers.triangle_rate_controller.TriangleRateController method)
std() (sconce.monitors.ringbuffer_monitor.RingbufferMonitor method)
StdoutMonitor (class in sconce.monitors)
(class in sconce.monitors.stdout_monitor)
StepRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.step_rate_controller)
survey_learning_rate() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
T
test() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
train() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
Trainer (class in sconce.trainer)
,
[1]
TriangleRateController (class in sconce.rate_controllers)
(class in sconce.rate_controllers.triangle_rate_controller)
U
unfreeze_batchnorm_layers() (sconce.models.basic_classifier.BasicClassifier method)
update() (sconce.utils.Progbar method)
W
WideResnetBlock_3x3 (class in sconce.models.wide_resnet_image_classifier)
WideResnetGroup_3x3 (class in sconce.models.wide_resnet_image_classifier)
WideResnetImageClassifier (class in sconce.models)
(class in sconce.models.wide_resnet_image_classifier)
write() (sconce.monitors.base.CompositeMonitor method)
(sconce.monitors.Monitor method)
(sconce.monitors.base.Monitor method)
(sconce.monitors.dataframe_monitor.DataframeMonitor method)
(sconce.monitors.losswise_monitor.LosswiseMonitor method)
(sconce.monitors.ringbuffer_monitor.RingbufferMonitor method)
(sconce.monitors.stdout_monitor.StdoutMonitor method)