Pytorch-Sconce
master (1.0.1 )
Class Reference
Data Generators
DataGenerator
ImageDataGenerator (deprecated)
SingleClassImageDataGenerator
MultiClassImageDataGenerator
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
|
C
|
D
|
E
|
F
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G
|
I
|
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_generators.base.DataGenerator attribute)
(sconce.data_generators.DataGenerator attribute)
(sconce.data_generators.MultiClassImageDataGenerator attribute)
(sconce.data_generators.SingleClassImageDataGenerator 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)
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_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)
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_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
generate_circle_image() (in module sconce.datasets.simple_dots)
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_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_trainable_parameters() (sconce.models.Model method)
get_value() (sconce.schedules.Schedule 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)
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)
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_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_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_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)
plot_transforms() (sconce.data_generators.image_mixin.ImageMixin method)
(sconce.data_generators.MultiClassImageDataGenerator method)
(sconce.data_generators.SingleClassImageDataGenerator method)
prepare_for_step() (sconce.models.Model method)
preprocess() (sconce.data_generators.base.DataGenerator method)
print_schedule_summary() (sconce.models.Model method)
Progbar (class in sconce.utils)
R
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)
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)
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.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.cosine.Cosine method)
(sconce.schedules.Schedule 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)
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)
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)
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
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)