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Vulcan 1.0 documentation
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_
__init__() (vulcanai.datasets.fashion.FashionData method)
(vulcanai.datasets.multidataset.MultiDataset method)
(vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.basenetwork.BaseNetwork.EarlyStopping method)
(vulcanai.models.cnn.ConvNet method)
(vulcanai.models.cnn.ConvNetConfig method)
(vulcanai.models.dnn.DenseNet method)
(vulcanai.models.dnn.DenseNetConfig method)
(vulcanai.models.ensemble.SnapshotNet method)
(vulcanai.models.layers.BaseUnit method)
(vulcanai.models.layers.ConvUnit method)
(vulcanai.models.layers.DenseUnit method)
(vulcanai.models.layers.FlattenUnit method)
(vulcanai.models.metrics.Metrics method)
(vulcanai.plotters.utils.GuidedBackprop method)
A
assert_same_devices() (vulcanai.models.basenetwork.BaseNetwork method)
B
BaseNetwork (class in vulcanai.models.basenetwork)
BaseNetwork.EarlyStopping (class in vulcanai.models.basenetwork)
BaseUnit (class in vulcanai.models.layers)
bootfold_p_estimate() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.metrics.Metrics static method)
C
check_split_ratio() (in module vulcanai.datasets.utils)
clean_dataframe() (in module vulcanai.datasets.utils)
compute_saliency_map() (in module vulcanai.plotters.visualization)
conduct_sensitivity_analysis() (vulcanai.models.metrics.Metrics static method)
ConvNet (class in vulcanai.models.cnn)
ConvNetConfig (class in vulcanai.models.cnn)
ConvUnit (class in vulcanai.models.layers)
criter_spec (vulcanai.models.basenetwork.BaseNetwork attribute)
cross_validate() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.metrics.Metrics static method)
D
DenseNet (class in vulcanai.models.dnn)
DenseNetConfig (class in vulcanai.models.dnn)
DenseUnit (class in vulcanai.models.layers)
device (vulcanai.models.basenetwork.BaseNetwork attribute)
display_confusion_matrix() (in module vulcanai.plotters.visualization)
display_pca() (in module vulcanai.plotters.visualization)
display_receptive_fields() (in module vulcanai.plotters.visualization)
display_record() (in module vulcanai.plotters.visualization)
display_saliency_overlay() (in module vulcanai.plotters.visualization)
display_tsne() (in module vulcanai.plotters.visualization)
download() (vulcanai.datasets.fashion.FashionData method)
E
early_stopping (vulcanai.models.basenetwork.BaseNetwork attribute)
early_stopping_metric (vulcanai.models.basenetwork.BaseNetwork attribute)
early_stopping_patience (vulcanai.models.basenetwork.BaseNetwork attribute)
extra_repr() (vulcanai.models.basenetwork.BaseNetwork method)
F
FashionData (class in vulcanai.datasets.fashion)
fit() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.ensemble.SnapshotNet method)
FlattenUnit (class in vulcanai.models.layers)
forward() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.ensemble.SnapshotNet method)
(vulcanai.models.layers.FlattenUnit method)
forward_pass() (vulcanai.models.basenetwork.BaseNetwork method)
freeze() (vulcanai.models.basenetwork.BaseNetwork method)
G
generate_gradients() (vulcanai.plotters.utils.GuidedBackprop method)
get_accuracy() (vulcanai.models.metrics.Metrics static method)
get_auc() (vulcanai.models.metrics.Metrics static method)
get_confusion_matrix_values() (vulcanai.models.metrics.Metrics static method)
get_conv_output_size() (vulcanai.models.layers.ConvUnit method)
get_dice() (vulcanai.models.metrics.Metrics static method)
get_f1() (vulcanai.models.metrics.Metrics static method)
get_int() (in module vulcanai.datasets.fashion)
get_layers() (vulcanai.models.basenetwork.BaseNetwork method)
get_mse() (vulcanai.models.metrics.Metrics static method)
get_notable_indices() (in module vulcanai.plotters.utils)
get_npv() (vulcanai.models.metrics.Metrics static method)
get_one_hot() (in module vulcanai.models.utils)
get_ppv() (vulcanai.models.metrics.Metrics static method)
get_save_path() (in module vulcanai.plotters.visualization)
get_score() (vulcanai.models.metrics.Metrics static method)
get_sensitivity() (vulcanai.models.metrics.Metrics static method)
get_specificity() (vulcanai.models.metrics.Metrics static method)
get_weights() (vulcanai.models.basenetwork.BaseNetwork method)
GuidedBackprop (class in vulcanai.plotters.utils)
I
is_cuda (vulcanai.models.basenetwork.BaseNetwork attribute)
L
load_model() (vulcanai.models.basenetwork.BaseNetwork class method)
lr_scheduler (vulcanai.models.basenetwork.BaseNetwork attribute)
M
master_device_setter() (in module vulcanai.models.utils)
Metrics (class in vulcanai.models.metrics)
MultiDataset (class in vulcanai.datasets.multidataset)
N
name (vulcanai.models.basenetwork.BaseNetwork attribute)
network_summary() (in module vulcanai.models.utils)
P
pad() (in module vulcanai.models.utils)
parse_byte() (in module vulcanai.datasets.fashion)
print_model_structure() (in module vulcanai.models.utils)
processed_folder (vulcanai.datasets.fashion.FashionData attribute)
R
rationed_split() (in module vulcanai.datasets.utils)
raw_folder (vulcanai.datasets.fashion.FashionData attribute)
read_image_file() (in module vulcanai.datasets.fashion)
read_label_file() (in module vulcanai.datasets.fashion)
round_list() (in module vulcanai.models.utils)
run_test() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.metrics.Metrics static method)
S
save_checkpoint() (vulcanai.models.basenetwork.BaseNetwork.EarlyStopping method)
save_model() (vulcanai.models.basenetwork.BaseNetwork method)
(vulcanai.models.ensemble.SnapshotNet method)
save_path (vulcanai.models.basenetwork.BaseNetwork attribute)
save_visualization() (in module vulcanai.plotters.visualization)
selu_bias_init_() (in module vulcanai.models.utils)
selu_weight_init_() (in module vulcanai.models.utils)
set_global_seed() (in module vulcanai)
set_tensor_device() (in module vulcanai.models.utils)
SnapshotNet (class in vulcanai.models.ensemble)
stratified_split() (vulcanai.models.metrics.Metrics static method)
T
test_file (vulcanai.datasets.fashion.FashionData attribute)
training_file (vulcanai.datasets.fashion.FashionData attribute)
transform_outputs() (vulcanai.models.metrics.Metrics static method)
U
unfreeze() (vulcanai.models.basenetwork.BaseNetwork method)
urls (vulcanai.datasets.fashion.FashionData attribute)
V
vulcanai (module)
vulcanai.datasets.fashion (module)
vulcanai.datasets.multidataset (module)
vulcanai.datasets.utils (module)
vulcanai.models.basenetwork (module)
vulcanai.models.cnn (module)
vulcanai.models.dnn (module)
vulcanai.models.ensemble (module)
vulcanai.models.layers (module)
vulcanai.models.metrics (module)
vulcanai.models.utils (module)
vulcanai.plotters.utils (module)
vulcanai.plotters.visualization (module)
Table of Contents
vulcanai.datasets package
vulcanai.models package
vulcanai.plotters package
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Vulcan 1.0 documentation
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