PyKale
0.1.0
Getting Started
Introduction
Installation
Tutorial
Jupyter Notebook Tutorials
Configuration using YAML
Kale API
Load Data
Preprocess Data
Embed
Predict
Evaluate
Interpret
Pipeline
Utilities
Example Projects
Action - Domain Adaptation
BindingDB - DeepDTA
CardiacMRI - MPCA
CIFAR - CNN Transformer
CIFAR - ISONet
Digits - Domain Adaptation
Drug - GripNet
VIDEOS - Data Loading
PyKale
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Index
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Index
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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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H
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I
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J
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M
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T
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U
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V
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W
A
ADL (kale.loaddata.video_access.VideoDataset attribute)
ADLDatasetAccess (class in kale.loaddata.video_access)
allow_supervised() (kale.pipeline.domain_adapter.Method method)
allow_zero_length_dataloader_with_multiple_devices (kale.pipeline.deep_dti.DeepDTATrainer attribute)
(kale.pipeline.domain_adapter.BaseDANNLike attribute)
(kale.pipeline.domain_adapter.BaseMMDLike attribute)
(kale.pipeline.domain_adapter.CDANTrainer attribute)
(kale.pipeline.domain_adapter.DANNTrainer attribute)
(kale.pipeline.domain_adapter.DANTrainer attribute)
(kale.pipeline.domain_adapter.FewShotDANNTrainer attribute)
(kale.pipeline.domain_adapter.JANTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainerMod attribute)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer attribute)
(kale.pipeline.multi_domain_adapter.M3SDATrainer attribute)
(kale.pipeline.multi_domain_adapter.MFSANTrainer attribute)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo attribute)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.JANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo attribute)
B
backward() (kale.pipeline.domain_adapter.GradReverse static method)
BALANCED (kale.loaddata.multi_domain.WeightingType attribute)
BalancedBatchSampler (class in kale.loaddata.sampler)
BaseAdaptTrainer (class in kale.pipeline.domain_adapter)
BaseDANNLike (class in kale.pipeline.domain_adapter)
BaseDTATrainer (class in kale.pipeline.deep_dti)
BaseMMDLike (class in kale.pipeline.domain_adapter)
BaseMMDLikeVideo (class in kale.pipeline.video_domain_adapter)
BaseMultiSourceTrainer (class in kale.pipeline.multi_domain_adapter)
BasicBlock (class in kale.embed.video_res3d)
BasicFLowStem (class in kale.embed.video_res3d)
BasicStem (class in kale.embed.video_res3d)
BasicTransform (class in kale.predict.isonet)
BasicVideoDataset (class in kale.loaddata.video_datasets)
bias (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
BindingDBDataset (class in kale.loaddata.tdc_datasets)
Bottleneck (class in kale.embed.video_res3d)
BottleneckTransform (class in kale.predict.isonet)
build() (kale.embed.video_i3d.InceptionI3d method)
C
CDAN (kale.pipeline.domain_adapter.Method attribute)
CDAN_E (kale.pipeline.domain_adapter.Method attribute)
CDANTrainer (class in kale.pipeline.domain_adapter)
CDANTrainerVideo (class in kale.pipeline.video_domain_adapter)
ClassNetSmallImage (class in kale.predict.class_domain_nets)
ClassNetVideo (class in kale.predict.class_domain_nets)
ClassNetVideoConv (class in kale.predict.class_domain_nets)
cls_discrepancy() (kale.pipeline.multi_domain_adapter.MFSANTrainer method)
CNNEncoder (class in kale.embed.seq_nn)
CNNTransformer (class in kale.embed.attention_cnn)
CoIRLS (class in kale.pipeline.multi_domain_adapter)
compute_loss() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.BaseDANNLike method)
(kale.pipeline.domain_adapter.BaseMMDLike method)
(kale.pipeline.domain_adapter.CDANTrainer method)
(kale.pipeline.domain_adapter.FewShotDANNTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainer method)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer method)
(kale.pipeline.multi_domain_adapter.M3SDATrainer method)
(kale.pipeline.multi_domain_adapter.MFSANTrainer method)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo method)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo method)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo method)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo method)
compute_mmd_loss() (in module kale.predict.losses)
compute_pad() (kale.embed.video_i3d.MaxPool3dSamePadding method)
(kale.embed.video_i3d.Unit3D method)
ConcatMultiDomainAccess (class in kale.loaddata.multi_domain)
concord_index() (in module kale.evaluate.metrics)
configure_optimizers() (kale.pipeline.deep_dti.BaseDTATrainer method)
(kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainerMod method)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo method)
construct_logger() (in module kale.utils.logger)
ContextCNNGeneric (class in kale.embed.attention_cnn)
Conv2Plus1D (class in kale.embed.video_res3d)
Conv3DNoTemporal (class in kale.embed.video_res3d)
Conv3DSimple (class in kale.embed.video_res3d)
create_dann_like() (in module kale.pipeline.domain_adapter)
create_dann_like_video() (in module kale.pipeline.video_domain_adapter)
create_fewshot_trainer() (in module kale.pipeline.domain_adapter)
create_loader() (kale.loaddata.sampler.FixedSeedSamplingConfig method)
(kale.loaddata.sampler.SamplingConfig method)
create_mmd_based() (in module kale.pipeline.domain_adapter)
create_mmd_based_video() (in module kale.pipeline.video_domain_adapter)
create_ms_adapt_trainer() (in module kale.pipeline.multi_domain_adapter)
critic_update_steps() (kale.pipeline.domain_adapter.WDGRLTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainerMod method)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo method)
cross_entropy_logits() (in module kale.predict.losses)
D
DAN (kale.pipeline.domain_adapter.Method attribute)
DANN (kale.pipeline.domain_adapter.Method attribute)
DANNTrainer (class in kale.pipeline.domain_adapter)
DANNTrainerVideo (class in kale.pipeline.video_domain_adapter)
DANTrainer (class in kale.pipeline.domain_adapter)
DANTrainerVideo (class in kale.pipeline.video_domain_adapter)
DatasetAccess (class in kale.loaddata.dataset_access)
DatasetSizeType (class in kale.loaddata.multi_domain)
decision_function() (kale.pipeline.mpca_trainer.MPCATrainer method)
(kale.pipeline.multi_domain_adapter.CoIRLS method)
DeepDTATrainer (class in kale.pipeline.deep_dti)
dicom2arraylist() (in module kale.loaddata.image_access)
DigitDataset (class in kale.loaddata.image_access)
DigitDatasetAccess (class in kale.loaddata.image_access)
dilation (kale.embed.video_i3d.MaxPool3dSamePadding attribute)
(kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
distplot_1d() (in module kale.interpret.visualize)
DomainBalancedBatchSampler (class in kale.loaddata.sampler)
DomainNetSmallImage (class in kale.predict.class_domain_nets)
DomainNetVideo (class in kale.predict.class_domain_nets)
DomainsDatasetBase (class in kale.loaddata.multi_domain)
download() (kale.loaddata.image_access.OfficeAccess static method)
(kale.loaddata.mnistm.MNISTM method)
(kale.loaddata.usps.USPS method)
download_file_by_url() (in module kale.utils.download)
download_file_gdrive() (in module kale.utils.download)
E
entropy_logits() (in module kale.predict.losses)
entropy_logits_loss() (in module kale.predict.losses)
EPIC (class in kale.loaddata.video_datasets)
(kale.loaddata.video_access.VideoDataset attribute)
EPICDatasetAccess (class in kale.loaddata.video_access)
euclidean() (in module kale.predict.losses)
expansion (kale.embed.video_res3d.BasicBlock attribute)
(kale.embed.video_res3d.Bottleneck attribute)
extra_repr() (kale.predict.class_domain_nets.SoftmaxNet method)
extract_features() (kale.embed.video_i3d.InceptionI3d method)
F
FewShotDANNTrainer (class in kale.pipeline.domain_adapter)
fit() (kale.embed.factorization.MIDA method)
(kale.embed.factorization.MPCA method)
(kale.pipeline.mpca_trainer.MPCATrainer method)
(kale.pipeline.multi_domain_adapter.CoIRLS method)
fit_transform() (kale.embed.factorization.MIDA method)
FixedSeedSamplingConfig (class in kale.loaddata.sampler)
forward() (kale.embed.attention_cnn.ContextCNNGeneric method)
(kale.embed.gcn.GCNEncoderLayer method)
(kale.embed.gcn.RGCNEncoderLayer method)
(kale.embed.gripnet.GripNetSuperEdges method)
(kale.embed.gripnet.GripNetSuperVertex method)
(kale.embed.gripnet.TypicalGripNetEncoder method)
(kale.embed.image_cnn.ResNet101Feature method)
(kale.embed.image_cnn.ResNet152Feature method)
(kale.embed.image_cnn.ResNet18Feature method)
(kale.embed.image_cnn.ResNet34Feature method)
(kale.embed.image_cnn.ResNet50Feature method)
(kale.embed.image_cnn.SmallCNNFeature method)
(kale.embed.positional_encoding.PositionalEncoding method)
(kale.embed.seq_nn.CNNEncoder method)
(kale.embed.seq_nn.GCNEncoder method)
(kale.embed.video_i3d.InceptionI3d method)
(kale.embed.video_i3d.InceptionModule method)
(kale.embed.video_i3d.MaxPool3dSamePadding method)
(kale.embed.video_i3d.Unit3D method)
(kale.embed.video_res3d.BasicBlock method)
(kale.embed.video_res3d.Bottleneck method)
(kale.embed.video_res3d.VideoResNet method)
(kale.embed.video_se_i3d.SEInceptionI3DFlow method)
(kale.embed.video_se_i3d.SEInceptionI3DRGB method)
(kale.embed.video_selayer.SELayer method)
(kale.embed.video_selayer.SELayerC method)
(kale.embed.video_selayer.SELayerCoC method)
(kale.embed.video_selayer.SELayerMAC method)
(kale.embed.video_selayer.SELayerMC method)
(kale.embed.video_selayer.SELayerT method)
(kale.pipeline.deep_dti.BaseDTATrainer method)
(kale.pipeline.deep_dti.DeepDTATrainer method)
(kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.BaseMMDLike method)
(kale.pipeline.domain_adapter.CDANTrainer method)
(kale.pipeline.domain_adapter.DANNTrainer method)
(kale.pipeline.domain_adapter.FewShotDANNTrainer method)
(kale.pipeline.domain_adapter.GradReverse static method)
(kale.pipeline.domain_adapter.WDGRLTrainer method)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer method)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo method)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo method)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo method)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo method)
(kale.predict.class_domain_nets.ClassNetSmallImage method)
(kale.predict.class_domain_nets.ClassNetVideo method)
(kale.predict.class_domain_nets.ClassNetVideoConv method)
(kale.predict.class_domain_nets.DomainNetSmallImage method)
(kale.predict.class_domain_nets.DomainNetVideo method)
(kale.predict.class_domain_nets.SoftmaxNet method)
(kale.predict.decode.MLPDecoder method)
(kale.predict.isonet.BasicTransform method)
(kale.predict.isonet.BottleneckTransform method)
(kale.predict.isonet.ISONet method)
(kale.predict.isonet.ResBlock method)
(kale.predict.isonet.ResHead method)
(kale.predict.isonet.ResStage method)
(kale.predict.isonet.ResStem method)
(kale.predict.isonet.SReLU method)
(kale.prepdata.video_transform.ImglistToTensor method)
FSDANN (kale.pipeline.domain_adapter.Method attribute)
G
gaussian_kernel() (in module kale.predict.losses)
GCNEncoder (class in kale.embed.seq_nn)
GCNEncoderLayer (class in kale.embed.gcn)
generate_list() (in module kale.loaddata.video_access)
get() (kale.loaddata.sampler.InfiniteSliceIterator method)
get_access() (kale.loaddata.image_access.DigitDataset static method)
get_aggregated_metrics() (in module kale.pipeline.domain_adapter)
get_aggregated_metrics_from_dict() (in module kale.pipeline.domain_adapter)
get_channel_numbers() (kale.loaddata.image_access.DigitDataset static method)
get_cifar() (in module kale.loaddata.image_access)
get_class_subset() (in module kale.loaddata.dataset_access)
get_digit_transform() (kale.loaddata.image_access.DigitDataset static method)
get_domain_loaders() (kale.loaddata.multi_domain.DomainsDatasetBase method)
(kale.loaddata.multi_domain.MultiDomainAdapDataset method)
(kale.loaddata.multi_domain.MultiDomainDatasets method)
(kale.loaddata.video_multi_domain.VideoMultiDomainDatasets method)
get_downsample_stride() (kale.embed.video_res3d.Conv2Plus1D static method)
(kale.embed.video_res3d.Conv3DNoTemporal static method)
(kale.embed.video_res3d.Conv3DSimple static method)
get_image_modality() (in module kale.loaddata.video_access)
get_labels() (in module kale.loaddata.sampler)
get_metrics_from_parameter_dict() (in module kale.pipeline.domain_adapter)
get_multi_domain_images() (kale.loaddata.image_access.ImageAccess static method)
get_parameters_watch_list() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.BaseDANNLike method)
get_selayer() (in module kale.embed.video_selayer)
get_size() (kale.loaddata.multi_domain.DatasetSizeType static method)
get_source_target() (kale.loaddata.image_access.DigitDataset static method)
(kale.loaddata.video_access.VideoDataset static method)
get_test() (kale.loaddata.dataset_access.DatasetAccess method)
(kale.loaddata.image_access.MNISTDatasetAccess method)
(kale.loaddata.image_access.MNISTMDatasetAccess method)
(kale.loaddata.image_access.SVHNDatasetAccess method)
(kale.loaddata.image_access.USPSDatasetAccess method)
(kale.loaddata.multi_domain.MultiDomainAccess method)
(kale.loaddata.multi_domain.MultiDomainImageFolder method)
(kale.loaddata.video_access.ADLDatasetAccess method)
(kale.loaddata.video_access.EPICDatasetAccess method)
(kale.loaddata.video_access.GTEADatasetAccess method)
(kale.loaddata.video_access.KITCHENDatasetAccess method)
get_train() (kale.loaddata.dataset_access.DatasetAccess method)
(kale.loaddata.image_access.MNISTDatasetAccess method)
(kale.loaddata.image_access.MNISTMDatasetAccess method)
(kale.loaddata.image_access.SVHNDatasetAccess method)
(kale.loaddata.image_access.USPSDatasetAccess method)
(kale.loaddata.multi_domain.MultiDomainAccess method)
(kale.loaddata.multi_domain.MultiDomainImageFolder method)
(kale.loaddata.video_access.ADLDatasetAccess method)
(kale.loaddata.video_access.EPICDatasetAccess method)
(kale.loaddata.video_access.GTEADatasetAccess method)
(kale.loaddata.video_access.KITCHENDatasetAccess method)
get_train_valid() (kale.loaddata.dataset_access.DatasetAccess method)
(kale.loaddata.video_access.VideoDatasetAccess method)
get_trans_fun() (in module kale.predict.isonet)
get_transform() (in module kale.prepdata.image_transform)
(in module kale.prepdata.video_transform)
get_video_feat_extractor() (in module kale.embed.video_feature_extractor)
get_videodata_config() (in module kale.loaddata.video_access)
gradient_penalty() (in module kale.predict.losses)
GradReverse (class in kale.pipeline.domain_adapter)
GripNetSuperEdges (class in kale.embed.gripnet)
GripNetSuperVertex (class in kale.embed.gripnet)
groups (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
GTEA (kale.loaddata.video_access.VideoDataset attribute)
GTEADatasetAccess (class in kale.loaddata.video_access)
H
hsic() (in module kale.predict.losses)
I
i3d() (in module kale.embed.video_i3d)
i3d_joint() (in module kale.embed.video_i3d)
idx_order (kale.embed.factorization.MPCA attribute)
ImageAccess (class in kale.loaddata.image_access)
ImglistToTensor (class in kale.prepdata.video_transform)
InceptionI3d (class in kale.embed.video_i3d)
InceptionModule (class in kale.embed.video_i3d)
InfiniteSliceIterator (class in kale.loaddata.sampler)
integer_label_protein() (in module kale.prepdata.chem_transform)
integer_label_smiles() (in module kale.prepdata.chem_transform)
inverse_transform() (kale.embed.factorization.MPCA method)
is_cdan_method() (kale.pipeline.domain_adapter.Method method)
is_dann_method() (kale.pipeline.domain_adapter.Method method)
is_fewshot_method() (kale.pipeline.domain_adapter.Method method)
is_mmd_method() (kale.pipeline.domain_adapter.Method method)
is_semi_supervised() (kale.loaddata.multi_domain.MultiDomainDatasets method)
ISONet (class in kale.predict.isonet)
J
JAN (kale.pipeline.domain_adapter.Method attribute)
JANTrainer (class in kale.pipeline.domain_adapter)
JANTrainerVideo (class in kale.pipeline.video_domain_adapter)
K
kale.embed
module
kale.embed.attention_cnn
module
kale.embed.factorization
module
kale.embed.gcn
module
kale.embed.gripnet
module
kale.embed.image_cnn
module
kale.embed.positional_encoding
module
kale.embed.seq_nn
module
kale.embed.video_feature_extractor
module
kale.embed.video_i3d
module
kale.embed.video_res3d
module
kale.embed.video_se_i3d
module
kale.embed.video_se_res3d
module
kale.embed.video_selayer
module
kale.evaluate
module
kale.evaluate.metrics
module
kale.interpret
module
kale.interpret.model_weights
module
kale.interpret.visualize
module
kale.loaddata
module
kale.loaddata.dataset_access
module
kale.loaddata.image_access
module
kale.loaddata.mnistm
module
kale.loaddata.multi_domain
module
kale.loaddata.sampler
module
kale.loaddata.tdc_datasets
module
kale.loaddata.usps
module
kale.loaddata.video_access
module
kale.loaddata.video_datasets
module
kale.loaddata.video_multi_domain
module
kale.loaddata.videos
module
kale.pipeline
module
kale.pipeline.deep_dti
module
kale.pipeline.domain_adapter
module
kale.pipeline.mpca_trainer
module
kale.pipeline.multi_domain_adapter
module
kale.pipeline.video_domain_adapter
module
kale.predict
module
kale.predict.class_domain_nets
module
kale.predict.decode
module
kale.predict.isonet
module
kale.predict.losses
module
kale.prepdata
module
kale.prepdata.chem_transform
module
kale.prepdata.image_transform
module
kale.prepdata.tensor_reshape
module
kale.prepdata.video_transform
module
kale.utils
module
kale.utils.download
module
kale.utils.logger
module
kale.utils.print
module
kale.utils.seed
module
kernel_size (kale.embed.video_i3d.MaxPool3dSamePadding attribute)
(kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
KITCHEN (kale.loaddata.video_access.VideoDataset attribute)
KITCHENDatasetAccess (class in kale.loaddata.video_access)
L
load_samples() (kale.loaddata.usps.USPS method)
M
M3SDATrainer (class in kale.pipeline.multi_domain_adapter)
make_dataset() (kale.loaddata.video_datasets.BasicVideoDataset method)
(kale.loaddata.video_datasets.EPIC method)
make_multi_domain_set() (in module kale.loaddata.multi_domain)
mask_img_stack() (in module kale.prepdata.image_transform)
Max (kale.loaddata.multi_domain.DatasetSizeType attribute)
MaxPool3dSamePadding (class in kale.embed.video_i3d)
mc3() (in module kale.embed.video_res3d)
mc3_18_flow() (in module kale.embed.video_res3d)
mc3_18_rgb() (in module kale.embed.video_res3d)
mean_ (kale.embed.factorization.MPCA attribute)
Method (class in kale.pipeline.domain_adapter)
method (kale.pipeline.domain_adapter.BaseAdaptTrainer property)
MFSANTrainer (class in kale.pipeline.multi_domain_adapter)
MIDA (class in kale.embed.factorization)
MLPDecoder (class in kale.predict.decode)
MME (kale.pipeline.domain_adapter.Method attribute)
MNIST (kale.loaddata.image_access.DigitDataset attribute)
MNIST_RGB (kale.loaddata.image_access.DigitDataset attribute)
MNISTDatasetAccess (class in kale.loaddata.image_access)
MNISTM (class in kale.loaddata.mnistm)
(kale.loaddata.image_access.DigitDataset attribute)
MNISTMDatasetAccess (class in kale.loaddata.image_access)
module
kale.embed
kale.embed.attention_cnn
kale.embed.factorization
kale.embed.gcn
kale.embed.gripnet
kale.embed.image_cnn
kale.embed.positional_encoding
kale.embed.seq_nn
kale.embed.video_feature_extractor
kale.embed.video_i3d
kale.embed.video_res3d
kale.embed.video_se_i3d
kale.embed.video_se_res3d
kale.embed.video_selayer
kale.evaluate
kale.evaluate.metrics
kale.interpret
kale.interpret.model_weights
kale.interpret.visualize
kale.loaddata
kale.loaddata.dataset_access
kale.loaddata.image_access
kale.loaddata.mnistm
kale.loaddata.multi_domain
kale.loaddata.sampler
kale.loaddata.tdc_datasets
kale.loaddata.usps
kale.loaddata.video_access
kale.loaddata.video_datasets
kale.loaddata.video_multi_domain
kale.loaddata.videos
kale.pipeline
kale.pipeline.deep_dti
kale.pipeline.domain_adapter
kale.pipeline.mpca_trainer
kale.pipeline.multi_domain_adapter
kale.pipeline.video_domain_adapter
kale.predict
kale.predict.class_domain_nets
kale.predict.decode
kale.predict.isonet
kale.predict.losses
kale.prepdata
kale.prepdata.chem_transform
kale.prepdata.image_transform
kale.prepdata.tensor_reshape
kale.prepdata.video_transform
kale.utils
kale.utils.download
kale.utils.logger
kale.utils.print
kale.utils.seed
MPCA (class in kale.embed.factorization)
MPCATrainer (class in kale.pipeline.mpca_trainer)
MultiDataLoader (class in kale.loaddata.sampler)
MultiDomainAccess (class in kale.loaddata.multi_domain)
MultiDomainAdapDataset (class in kale.loaddata.multi_domain)
MultiDomainDatasets (class in kale.loaddata.multi_domain)
MultiDomainImageFolder (class in kale.loaddata.multi_domain)
multitask_topk_accuracy() (in module kale.predict.losses)
N
n_classes() (kale.loaddata.dataset_access.DatasetAccess method)
(kale.predict.class_domain_nets.ClassNetSmallImage method)
(kale.predict.class_domain_nets.ClassNetVideo method)
(kale.predict.class_domain_nets.SoftmaxNet method)
NATURAL (kale.loaddata.multi_domain.WeightingType attribute)
norm() (kale.embed.gcn.GCNEncoderLayer static method)
normalize_img_stack() (in module kale.prepdata.image_transform)
O
Office31 (class in kale.loaddata.image_access)
OfficeAccess (class in kale.loaddata.image_access)
OfficeCaltech (class in kale.loaddata.image_access)
optimizer_step() (kale.pipeline.domain_adapter.WDGRLTrainerMod method)
ortho() (kale.predict.isonet.ISONet method)
ortho_conv() (kale.predict.isonet.ISONet method)
out_channels (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
out_file_core() (in module kale.utils.logger)
output_padding (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
output_size() (kale.embed.image_cnn.ResNet101Feature method)
(kale.embed.image_cnn.ResNet152Feature method)
(kale.embed.image_cnn.ResNet18Feature method)
(kale.embed.image_cnn.ResNet34Feature method)
(kale.embed.image_cnn.ResNet50Feature method)
(kale.embed.image_cnn.SmallCNNFeature method)
P
padding (kale.embed.video_i3d.MaxPool3dSamePadding attribute)
(kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
padding_mode (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
plot_multi_images() (in module kale.interpret.visualize)
plot_weights() (in module kale.interpret.visualize)
PositionalEncoding (class in kale.embed.positional_encoding)
pprint() (in module kale.utils.print)
pprint_without_newline() (in module kale.utils.print)
precision (kale.pipeline.deep_dti.DeepDTATrainer attribute)
(kale.pipeline.domain_adapter.BaseDANNLike attribute)
(kale.pipeline.domain_adapter.BaseMMDLike attribute)
(kale.pipeline.domain_adapter.CDANTrainer attribute)
(kale.pipeline.domain_adapter.DANNTrainer attribute)
(kale.pipeline.domain_adapter.DANTrainer attribute)
(kale.pipeline.domain_adapter.FewShotDANNTrainer attribute)
(kale.pipeline.domain_adapter.JANTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainerMod attribute)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer attribute)
(kale.pipeline.multi_domain_adapter.M3SDATrainer attribute)
(kale.pipeline.multi_domain_adapter.MFSANTrainer attribute)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo attribute)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.JANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo attribute)
predict() (kale.pipeline.mpca_trainer.MPCATrainer method)
(kale.pipeline.multi_domain_adapter.CoIRLS method)
predict_proba() (kale.pipeline.mpca_trainer.MPCATrainer method)
prepare_data_loaders() (kale.loaddata.multi_domain.DomainsDatasetBase method)
(kale.loaddata.multi_domain.MultiDomainAdapDataset method)
(kale.loaddata.multi_domain.MultiDomainDatasets method)
(kale.loaddata.video_multi_domain.VideoMultiDomainDatasets method)
prepare_data_per_node (kale.pipeline.deep_dti.DeepDTATrainer attribute)
(kale.pipeline.domain_adapter.BaseDANNLike attribute)
(kale.pipeline.domain_adapter.BaseMMDLike attribute)
(kale.pipeline.domain_adapter.CDANTrainer attribute)
(kale.pipeline.domain_adapter.DANNTrainer attribute)
(kale.pipeline.domain_adapter.DANTrainer attribute)
(kale.pipeline.domain_adapter.FewShotDANNTrainer attribute)
(kale.pipeline.domain_adapter.JANTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainerMod attribute)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer attribute)
(kale.pipeline.multi_domain_adapter.M3SDATrainer attribute)
(kale.pipeline.multi_domain_adapter.MFSANTrainer attribute)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo attribute)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.JANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo attribute)
PRESET0 (kale.loaddata.multi_domain.WeightingType attribute)
processed_folder (kale.loaddata.mnistm.MNISTM attribute)
proj_mats (kale.embed.factorization.MPCA attribute)
R
r2plus1d() (in module kale.embed.video_res3d)
r2plus1d_18_flow() (in module kale.embed.video_res3d)
r2plus1d_18_rgb() (in module kale.embed.video_res3d)
R2Plus1dFlowStem (class in kale.embed.video_res3d)
R2Plus1dStem (class in kale.embed.video_res3d)
r3d() (in module kale.embed.video_res3d)
r3d_18_flow() (in module kale.embed.video_res3d)
r3d_18_rgb() (in module kale.embed.video_res3d)
raw_folder (kale.loaddata.mnistm.MNISTM attribute)
read_dicom_dir() (in module kale.loaddata.image_access)
read_dicom_phases() (in module kale.loaddata.image_access)
reg_img_stack() (in module kale.prepdata.image_transform)
replace_fc() (kale.embed.video_res3d.VideoResNet method)
replace_logits() (kale.embed.video_i3d.InceptionI3d method)
ResBlock (class in kale.predict.isonet)
rescale_img_stack() (in module kale.prepdata.image_transform)
reset() (kale.loaddata.sampler.InfiniteSliceIterator method)
reset_parameters() (kale.embed.gcn.GCNEncoderLayer method)
(kale.embed.gcn.RGCNEncoderLayer method)
(kale.embed.gripnet.GripNetSuperEdges method)
(kale.embed.gripnet.GripNetSuperVertex method)
ResHead (class in kale.predict.isonet)
ResNet101Feature (class in kale.embed.image_cnn)
ResNet152Feature (class in kale.embed.image_cnn)
ResNet18Feature (class in kale.embed.image_cnn)
ResNet34Feature (class in kale.embed.image_cnn)
ResNet50Feature (class in kale.embed.image_cnn)
ResStage (class in kale.predict.isonet)
ResStem (class in kale.predict.isonet)
ReweightedBatchSampler (class in kale.loaddata.sampler)
RGCNEncoderLayer (class in kale.embed.gcn)
S
SamplingConfig (class in kale.loaddata.sampler)
se_i3d_joint() (in module kale.embed.video_se_i3d)
se_inception_i3d() (in module kale.embed.video_se_i3d)
se_mc3() (in module kale.embed.video_se_res3d)
se_mc3_18_flow() (in module kale.embed.video_se_res3d)
se_mc3_18_rgb() (in module kale.embed.video_se_res3d)
se_r2plus1d() (in module kale.embed.video_se_res3d)
se_r2plus1d_18_flow() (in module kale.embed.video_se_res3d)
se_r2plus1d_18_rgb() (in module kale.embed.video_se_res3d)
se_r3d() (in module kale.embed.video_se_res3d)
se_r3d_18_flow() (in module kale.embed.video_se_res3d)
se_r3d_18_rgb() (in module kale.embed.video_se_res3d)
SEInceptionI3DFlow (class in kale.embed.video_se_i3d)
SEInceptionI3DRGB (class in kale.embed.video_se_i3d)
SELayer (class in kale.embed.video_selayer)
SELayerC (class in kale.embed.video_selayer)
SELayerCoC (class in kale.embed.video_selayer)
SELayerMAC (class in kale.embed.video_selayer)
SELayerMC (class in kale.embed.video_selayer)
SELayerT (class in kale.embed.video_selayer)
select_top_weight() (in module kale.interpret.model_weights)
seq_to_spatial() (in module kale.prepdata.tensor_reshape)
set_requires_grad() (in module kale.pipeline.domain_adapter)
set_seed() (in module kale.utils.seed)
shape_in (kale.embed.factorization.MPCA attribute)
shape_out (kale.embed.factorization.MPCA attribute)
SmallCNNFeature (class in kale.embed.image_cnn)
SoftmaxNet (class in kale.predict.class_domain_nets)
Source (kale.loaddata.multi_domain.DatasetSizeType attribute)
(kale.pipeline.domain_adapter.Method attribute)
spatial_to_seq() (in module kale.prepdata.tensor_reshape)
split_by_ratios() (in module kale.loaddata.dataset_access)
SReLU (class in kale.predict.isonet)
stride (kale.embed.video_i3d.MaxPool3dSamePadding attribute)
(kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
SVHN (kale.loaddata.image_access.DigitDataset attribute)
SVHNDatasetAccess (class in kale.loaddata.image_access)
T
TensorPermute (class in kale.prepdata.video_transform)
test_dataloader() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
test_epoch_end() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.BaseDANNLike method)
(kale.pipeline.domain_adapter.BaseMMDLike method)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer method)
test_file (kale.loaddata.mnistm.MNISTM attribute)
test_step() (kale.pipeline.deep_dti.BaseDTATrainer method)
(kale.pipeline.domain_adapter.BaseAdaptTrainer method)
topk_accuracy() (in module kale.predict.losses)
tprint() (in module kale.utils.print)
train_dataloader() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
training (kale.embed.attention_cnn.CNNTransformer attribute)
(kale.embed.attention_cnn.ContextCNNGeneric attribute)
(kale.embed.gripnet.GripNetSuperEdges attribute)
(kale.embed.gripnet.GripNetSuperVertex attribute)
(kale.embed.gripnet.TypicalGripNetEncoder attribute)
(kale.embed.image_cnn.ResNet101Feature attribute)
(kale.embed.image_cnn.ResNet152Feature attribute)
(kale.embed.image_cnn.ResNet18Feature attribute)
(kale.embed.image_cnn.ResNet34Feature attribute)
(kale.embed.image_cnn.ResNet50Feature attribute)
(kale.embed.image_cnn.SmallCNNFeature attribute)
(kale.embed.positional_encoding.PositionalEncoding attribute)
(kale.embed.seq_nn.CNNEncoder attribute)
(kale.embed.seq_nn.GCNEncoder attribute)
(kale.embed.video_i3d.InceptionI3d attribute)
(kale.embed.video_i3d.InceptionModule attribute)
(kale.embed.video_i3d.Unit3D attribute)
(kale.embed.video_res3d.BasicBlock attribute)
(kale.embed.video_res3d.BasicFLowStem attribute)
(kale.embed.video_res3d.BasicStem attribute)
(kale.embed.video_res3d.Bottleneck attribute)
(kale.embed.video_res3d.Conv2Plus1D attribute)
(kale.embed.video_res3d.R2Plus1dFlowStem attribute)
(kale.embed.video_res3d.R2Plus1dStem attribute)
(kale.embed.video_res3d.VideoResNet attribute)
(kale.embed.video_se_i3d.SEInceptionI3DFlow attribute)
(kale.embed.video_se_i3d.SEInceptionI3DRGB attribute)
(kale.embed.video_selayer.SELayer attribute)
(kale.embed.video_selayer.SELayerC attribute)
(kale.embed.video_selayer.SELayerCoC attribute)
(kale.embed.video_selayer.SELayerMAC attribute)
(kale.embed.video_selayer.SELayerMC attribute)
(kale.embed.video_selayer.SELayerT attribute)
(kale.pipeline.deep_dti.BaseDTATrainer attribute)
(kale.pipeline.deep_dti.DeepDTATrainer attribute)
(kale.pipeline.domain_adapter.BaseAdaptTrainer attribute)
(kale.pipeline.domain_adapter.BaseDANNLike attribute)
(kale.pipeline.domain_adapter.BaseMMDLike attribute)
(kale.pipeline.domain_adapter.CDANTrainer attribute)
(kale.pipeline.domain_adapter.DANNTrainer attribute)
(kale.pipeline.domain_adapter.DANTrainer attribute)
(kale.pipeline.domain_adapter.FewShotDANNTrainer attribute)
(kale.pipeline.domain_adapter.JANTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainer attribute)
(kale.pipeline.domain_adapter.WDGRLTrainerMod attribute)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer attribute)
(kale.pipeline.multi_domain_adapter.M3SDATrainer attribute)
(kale.pipeline.multi_domain_adapter.MFSANTrainer attribute)
(kale.pipeline.video_domain_adapter.BaseMMDLikeVideo attribute)
(kale.pipeline.video_domain_adapter.CDANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.DANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.JANTrainerVideo attribute)
(kale.pipeline.video_domain_adapter.WDGRLTrainerVideo attribute)
(kale.predict.class_domain_nets.ClassNetSmallImage attribute)
(kale.predict.class_domain_nets.ClassNetVideo attribute)
(kale.predict.class_domain_nets.ClassNetVideoConv attribute)
(kale.predict.class_domain_nets.DomainNetSmallImage attribute)
(kale.predict.class_domain_nets.DomainNetVideo attribute)
(kale.predict.class_domain_nets.SoftmaxNet attribute)
(kale.predict.decode.MLPDecoder attribute)
(kale.predict.isonet.BasicTransform attribute)
(kale.predict.isonet.BottleneckTransform attribute)
(kale.predict.isonet.ISONet attribute)
(kale.predict.isonet.ResBlock attribute)
(kale.predict.isonet.ResHead attribute)
(kale.predict.isonet.ResStage attribute)
(kale.predict.isonet.ResStem attribute)
(kale.predict.isonet.SReLU attribute)
training_file (kale.loaddata.mnistm.MNISTM attribute)
training_step() (kale.pipeline.deep_dti.BaseDTATrainer method)
(kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainer method)
(kale.pipeline.domain_adapter.WDGRLTrainerMod method)
(kale.pipeline.video_domain_adapter.DANNTrainerVideo method)
transform() (kale.embed.factorization.MIDA method)
(kale.embed.factorization.MPCA method)
transposed (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
TypicalGripNetEncoder (class in kale.embed.gripnet)
U
Unit3D (class in kale.embed.video_i3d)
url (kale.loaddata.mnistm.MNISTM attribute)
(kale.loaddata.usps.USPS attribute)
USPS (class in kale.loaddata.usps)
(kale.loaddata.image_access.DigitDataset attribute)
USPS_RGB (kale.loaddata.image_access.DigitDataset attribute)
USPSDatasetAccess (class in kale.loaddata.image_access)
V
val_dataloader() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
VALID_ENDPOINTS (kale.embed.video_i3d.InceptionI3d attribute)
validation_epoch_end() (kale.pipeline.domain_adapter.BaseAdaptTrainer method)
(kale.pipeline.domain_adapter.BaseDANNLike method)
(kale.pipeline.domain_adapter.BaseMMDLike method)
(kale.pipeline.multi_domain_adapter.BaseMultiSourceTrainer method)
validation_step() (kale.pipeline.deep_dti.BaseDTATrainer method)
(kale.pipeline.deep_dti.DeepDTATrainer method)
(kale.pipeline.domain_adapter.BaseAdaptTrainer method)
VideoDataset (class in kale.loaddata.video_access)
VideoDatasetAccess (class in kale.loaddata.video_access)
VideoFrameDataset (class in kale.loaddata.videos)
VideoMultiDomainDatasets (class in kale.loaddata.video_multi_domain)
VideoResNet (class in kale.embed.video_res3d)
W
WDGRL (kale.pipeline.domain_adapter.Method attribute)
WDGRLMod (kale.pipeline.domain_adapter.Method attribute)
WDGRLTrainer (class in kale.pipeline.domain_adapter)
WDGRLTrainerMod (class in kale.pipeline.domain_adapter)
WDGRLTrainerVideo (class in kale.pipeline.video_domain_adapter)
weight (kale.embed.video_res3d.Conv3DNoTemporal attribute)
(kale.embed.video_res3d.Conv3DSimple attribute)
WeightingType (class in kale.loaddata.multi_domain)
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