Pytorch-Sconce
master (1.2.5 )
Class Reference
Data Generators (deprecated)
DataGenerator (deprecated)
ImageDataGenerator (deprecated)
SingleClassImageDataGenerator (deprecated)
MultiClassImageDataGenerator (deprecated)
Data Feeds
DataFeed
ImageFeed
SingleClassImageFeed
MultiClassImageFeed
Datasests
CsvImageFolder
SimpleDots
Transforms
NHot
Monitors
Monitor
CompositeMonitor
DataframeMonitor
LosswiseMonitor
RingbufferMonitor
StdoutMonitor
Models
Model
BasicAutoencoder
BasicConvolutionalAutoencoder
VariationalAutoencoder
BasicClassifer
MultilayerPerceptron
WideResnetImageClassifier
Parameter Group
ParameterGroup
Schedules
Schedule
Cosine
Exponential
Linear
Step
Triangle
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
|
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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V
|
W
A
active_parameter_groups (sconce.models.Model attribute)
add() (sconce.utils.Progbar method)
add_monitor() (sconce.monitors.base.CompositeMonitor method)
add_parameter_group() (sconce.models.Model 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_feeds.base.DataFeed attribute)
(sconce.data_feeds.DataFeed attribute)
(sconce.data_feeds.MultiClassImageFeed attribute)
(sconce.data_feeds.SingleClassImageFeed attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
(sconce.data_generators.base.DataGenerator attribute)
build_parameter_groups() (sconce.models.Model method)
C
calculate_loss() (sconce.models.basic_autoencoder.BasicAutoencoder method)
(sconce.models.Model 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.Model 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)
Constant (class in sconce.schedules.base)
Convolution2dLayer (class in sconce.models.layers.convolution2d_layer)
Cosine (class in sconce.schedules)
(class in sconce.schedules.cosine)
CsvImageFolder (class in sconce.datasets)
(class in sconce.datasets.csv_image_folder)
cuda() (sconce.data_feeds.base.DataFeed method)
(sconce.data_feeds.DataFeed method)
(sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.DataGenerator method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.base.DataGenerator method)
D
DataFeed (class in sconce.data_feeds)
(class in sconce.data_feeds.base)
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_feeds.base.DataFeed attribute)
(sconce.data_feeds.DataFeed attribute)
(sconce.data_feeds.MultiClassImageFeed attribute)
(sconce.data_feeds.SingleClassImageFeed attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
(sconce.data_generators.base.DataGenerator attribute)
decode() (sconce.models.basic_autoencoder.BasicAutoencoder method)
default_parameter_group (sconce.models.Model attribute)
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)
Exponential (class in sconce.schedules)
(class in sconce.schedules.exponential)
F
forward() (sconce.models.basic_autoencoder.BasicAutoencoder method)
(sconce.models.Model 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.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() (sconce.parameter_group.ParameterGroup method)
,
[1]
freeze_batchnorm_layers() (sconce.models.basic_classifier.BasicClassifier method)
from_dataset() (sconce.data_feeds.base.DataFeed class method)
(sconce.data_feeds.DataFeed class method)
(sconce.data_feeds.MultiClassImageFeed class method)
(sconce.data_feeds.SingleClassImageFeed class method)
(sconce.data_generators.DataGenerator class method)
(sconce.data_generators.MultiClassImageDataGenerator class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
(sconce.data_generators.base.DataGenerator class method)
from_file() (sconce.monitors.dataframe_monitor.DataframeMonitor class method)
from_image_folder() (sconce.data_feeds.single_class_image.SingleClassImageFeed class method)
(sconce.data_feeds.SingleClassImageFeed class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
(sconce.data_generators.single_class_image_data_generator.SingleClassImageDataGenerator class method)
from_torchvision() (sconce.data_feeds.single_class_image.SingleClassImageFeed class method)
(sconce.data_feeds.SingleClassImageFeed class method)
(sconce.data_generators.SingleClassImageDataGenerator class method)
(sconce.data_generators.single_class_image_data_generator.SingleClassImageDataGenerator class method)
FullyConnectedLayer (class in sconce.models.layers.fully_connected_layer)
G
generate_circle_image() (in module sconce.datasets.simple_dots)
get_class_df() (sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.image_mixin.ImageMixin 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_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.image_mixin.ImageMixin method)
get_num_steps() (sconce.trainer.Trainer method)
get_num_trainable_parameters() (sconce.models.Model method)
get_optimizers() (sconce.models.Model method)
get_parameter_group() (sconce.models.Model method)
get_sample() (sconce.datasets.csv_image_folder.CsvImageFolder method)
get_target() (sconce.datasets.csv_image_folder.CsvImageFolder method)
get_targets() (sconce.data_generators.image_mixin.ImageMixin method)
get_trainable_parameters() (sconce.models.Model method)
get_value() (sconce.schedules.base.Schedule method)
(sconce.schedules.Schedule method)
I
ImageDataGenerator (class in sconce.data_generators)
ImageFeed (class in sconce.data_feeds)
ImageMixin (class in sconce.data_generators.image_mixin)
is_blacklisted() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
L
layers (sconce.models.basic_classifier.BasicClassifier attribute)
Linear (class in sconce.schedules)
(class in sconce.schedules.linear)
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)
Model (class in sconce.models)
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)
MultiClassImageFeed (class in sconce.data_feeds)
(class in sconce.data_feeds.multi_class_image)
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)
next() (sconce.data_feeds.base.DataFeed method)
(sconce.data_generators.base.DataGenerator method)
NHot (class in sconce.transforms)
,
[1]
num_channels (sconce.data_feeds.MultiClassImageFeed attribute)
(sconce.data_feeds.SingleClassImageFeed attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
(sconce.data_generators.image_mixin.ImageMixin attribute)
num_classes (sconce.datasets.csv_image_folder.CsvImageFolder attribute)
num_samples (sconce.data_feeds.base.DataFeed attribute)
(sconce.data_feeds.DataFeed attribute)
(sconce.data_feeds.MultiClassImageFeed attribute)
(sconce.data_feeds.SingleClassImageFeed attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator attribute)
(sconce.data_generators.base.DataGenerator 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_size() (sconce.models.layers.convolution2d_layer.Convolution2dLayer method)
out_width() (sconce.models.layers.convolution2d_layer.Convolution2dLayer method)
P
parameter_groups (sconce.models.Model attribute)
ParameterGroup (class in sconce.parameter_group)
,
[1]
plot() (sconce.monitors.dataframe_monitor.DataframeMonitor method)
plot_class_summary() (sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.image_mixin.ImageMixin method)
plot_confusion_matrix() (sconce.trainers.single_class_image_classifier_trainer.SingleClassImageClassifierMixin method)
plot_image_size_summary() (sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.image_mixin.ImageMixin 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)
plot_transforms() (sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.image_mixin.ImageMixin method)
prepare_for_step() (sconce.models.Model method)
(sconce.schedules.base.ScheduledMixin method)
preprocess() (sconce.data_feeds.base.DataFeed method)
(sconce.data_generators.base.DataGenerator method)
print_schedule_summary() (sconce.models.Model method)
Progbar (class in sconce.utils)
R
remove_schedule() (sconce.schedules.base.ScheduledMixin method)
reset() (sconce.data_feeds.base.DataFeed method)
(sconce.data_feeds.DataFeed method)
(sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
(sconce.data_generators.DataGenerator method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
(sconce.data_generators.base.DataGenerator method)
reset_class_df_cache() (sconce.data_generators.image_mixin.ImageMixin method)
reset_targets_cache() (sconce.data_generators.image_mixin.ImageMixin 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)
Schedule (class in sconce.schedules)
(class in sconce.schedules.base)
ScheduledMixin (class in sconce.schedules.base)
sconce.data_feeds.base (module)
sconce.data_feeds.image (module)
sconce.data_feeds.multi_class_image (module)
sconce.data_feeds.single_class_image (module)
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.datasets.simple_dots (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.parameter_group (module)
sconce.schedules.base (module)
sconce.schedules.cosine (module)
sconce.schedules.exponential (module)
sconce.schedules.linear (module)
sconce.schedules.step (module)
sconce.schedules.triangle (module)
sconce.trainer (module)
sconce.trainers.autoencoder_trainer (module)
sconce.trainers.single_class_image_classifier_trainer (module)
sconce.transforms (module)
sconce.utils (module)
set_learning_rate() (sconce.parameter_group.ParameterGroup method)
set_momentum() (sconce.parameter_group.ParameterGroup method)
set_num_steps() (sconce.schedules.base.Constant method)
(sconce.schedules.Schedule method)
(sconce.schedules.base.Schedule method)
(sconce.schedules.cosine.Cosine method)
(sconce.schedules.exponential.Exponential method)
(sconce.schedules.linear.Linear method)
(sconce.schedules.step.Step method)
(sconce.schedules.triangle.Triangle method)
set_optimizer() (sconce.models.Model method)
(sconce.parameter_group.ParameterGroup method)
,
[1]
set_schedule() (sconce.models.Model method)
(sconce.schedules.base.ScheduledMixin method)
set_weight_decay() (sconce.parameter_group.ParameterGroup method)
should_continue() (sconce.schedules.exponential.Exponential method)
SimpleDots (class in sconce.datasets)
(class in sconce.datasets.simple_dots)
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)
SingleClassImageFeed (class in sconce.data_feeds)
(class in sconce.data_feeds.single_class_image)
split() (sconce.data_feeds.base.DataFeed method)
(sconce.data_feeds.DataFeed method)
(sconce.data_feeds.MultiClassImageFeed method)
(sconce.data_feeds.SingleClassImageFeed method)
start_session() (sconce.models.Model method)
(sconce.monitors.Monitor method)
(sconce.monitors.base.CompositeMonitor 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.schedules.base.ScheduledMixin method)
std() (sconce.monitors.ringbuffer_monitor.RingbufferMonitor method)
StdoutMonitor (class in sconce.monitors)
(class in sconce.monitors.stdout_monitor)
Step (class in sconce.schedules)
(class in sconce.schedules.step)
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]
Triangle (class in sconce.schedules)
(class in sconce.schedules.triangle)
U
unfreeze() (sconce.parameter_group.ParameterGroup method)
,
[1]
unfreeze_batchnorm_layers() (sconce.models.basic_classifier.BasicClassifier method)
update() (sconce.utils.Progbar method)
V
validate() (sconce.trainer.Trainer method)
,
[1]
(sconce.trainers.AutoencoderTrainer method)
(sconce.trainers.SingleClassImageClassifierTrainer method)
VariationalAutoencoder (class in sconce.models)
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)