Pytorch-Sconce
master (0.9.2 )
Class Reference
Data Generators
DataGenerator
ImageDataGenerator
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
ClassifierTrainer
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)
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]
ClassifierMixin (class in sconce.trainers.classifier_trainer)
ClassifierTrainer (class in sconce.trainers)
(class in sconce.trainers.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)
cuda() (sconce.data_generators.base.DataGenerator method)
(sconce.data_generators.DataGenerator 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)
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)
freeze_batchnorm_layers() (sconce.models.basic_classifier.BasicClassifier method)
from_dataset() (sconce.data_generators.base.DataGenerator class method)
(sconce.data_generators.DataGenerator class method)
from_file() (sconce.monitors.dataframe_monitor.DataframeMonitor class method)
from_image_folder() (sconce.data_generators.image_data_generator.ImageDataGenerator class method)
(sconce.data_generators.ImageDataGenerator class method)
from_pytorch() (sconce.data_generators.base.DataGenerator class method)
(sconce.data_generators.DataGenerator class method)
from_torchvision() (sconce.data_generators.image_data_generator.ImageDataGenerator class method)
(sconce.data_generators.ImageDataGenerator class method)
FullyConnectedLayer (class in sconce.models.layers.fully_connected_layer)
G
get_classification_accuracy() (sconce.trainers.classifier_trainer.ClassifierMixin method)
get_confusion_matrix() (sconce.trainers.classifier_trainer.ClassifierMixin method)
get_image_info() (in module sconce.data_generators.image_data_generator)
get_summary_df() (sconce.data_generators.image_data_generator.ImageDataGenerator method)
(sconce.data_generators.ImageDataGenerator method)
I
ImageDataGenerator (class in sconce.data_generators)
(class in sconce.data_generators.image_data_generator)
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]
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]
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)
num_channels (sconce.data_generators.image_data_generator.ImageDataGenerator attribute)
(sconce.data_generators.ImageDataGenerator attribute)
num_samples (sconce.data_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
num_trainable_parameters (sconce.trainer.Trainer attribute)
,
[1]
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_confusion_matrix() (sconce.trainers.classifier_trainer.ClassifierMixin method)
plot_input_output_pairs() (sconce.trainers.autoencoder_trainer.AutoencoderMixin method)
plot_label_summary() (sconce.data_generators.image_data_generator.ImageDataGenerator method)
(sconce.data_generators.ImageDataGenerator method)
plot_latent_space() (sconce.trainers.autoencoder_trainer.AutoencoderMixin method)
plot_learning_rate_survey() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
plot_samples() (sconce.trainers.classifier_trainer.ClassifierMixin method)
plot_size_summary() (sconce.data_generators.image_data_generator.ImageDataGenerator method)
(sconce.data_generators.ImageDataGenerator 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)
reset() (sconce.data_generators.base.DataGenerator method)
(sconce.data_generators.DataGenerator method)
reset_monitor() (sconce.rate_controllers.constant_rate_controller.ConstantRateController method)
restore() (sconce.trainer.Trainer method)
,
[1]
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.data_generators.base (module)
sconce.data_generators.image_data_generator (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.classifier_trainer (module)
sconce.utils (module)
should_continue() (sconce.rate_controllers.exponential_rate_controller.ExponentialRateController method)
(sconce.rate_controllers.linear_rate_controller.LinearRateController method)
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]
T
test() (sconce.trainer.Trainer method)
,
[1]
train() (sconce.trainer.Trainer method)
,
[1]
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)