PyTorch Lightning Spells
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pytorch_lightning_spells package
PyTorch Lightning Spells
Index
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Index
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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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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
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__init__() (pytorch_lightning_spells.lr_schedulers.ExponentialLR method)
(pytorch_lightning_spells.lr_schedulers.LinearLR method)
(pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
A
AUC (class in pytorch_lightning_spells.metrics)
B
BaseLRScheduler (class in pytorch_lightning_spells.lr_schedulers)
BaseModule (class in pytorch_lightning_spells)
C
clear_optimizer() (pytorch_lightning_spells.lr_schedulers.BaseLRScheduler method)
(pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
compute() (pytorch_lightning_spells.metrics.AUC method)
(pytorch_lightning_spells.metrics.FBeta method)
(pytorch_lightning_spells.metrics.SpearmanCorrelation method)
CosineAnnealingScheduler (class in pytorch_lightning_spells.lr_schedulers)
count_parameters() (in module pytorch_lightning_spells.utils)
cutmix_bbox_and_lam() (in module pytorch_lightning_spells.cutmix_utils)
CutMixCallback (class in pytorch_lightning_spells.callbacks)
D
DATE_FORMAT (pytorch_lightning_spells.callbacks.TelegramCallback attribute)
E
EMATracker (class in pytorch_lightning_spells.utils)
experiment (pytorch_lightning_spells.loggers.ScreenLogger property)
ExponentialLR (class in pytorch_lightning_spells.lr_schedulers)
F
FBeta (class in pytorch_lightning_spells.metrics)
find_best_fbeta_threshold() (pytorch_lightning_spells.metrics.FBeta method)
forward() (pytorch_lightning_spells.losses.LabelSmoothCrossEntropy method)
(pytorch_lightning_spells.losses.MixupSoftmaxLoss method)
(pytorch_lightning_spells.losses.Poly1CrossEntropyLoss method)
(pytorch_lightning_spells.losses.Poly1FocalLoss method)
freeze_layers() (in module pytorch_lightning_spells.utils)
G
get_callback() (pytorch_lightning_spells.callbacks.RandomAugmentationChoiceCallback method)
get_lr() (pytorch_lightning_spells.lr_schedulers.ExponentialLR method)
(pytorch_lightning_spells.lr_schedulers.LinearLR method)
get_progress_bar_dict() (pytorch_lightning_spells.BaseModule method)
get_spm() (in module pytorch_lightning_spells.snapmix_utils)
GlobalMetric (class in pytorch_lightning_spells.metrics)
L
LabelSmoothCrossEntropy (class in pytorch_lightning_spells.losses)
LinearLR (class in pytorch_lightning_spells.lr_schedulers)
load_state_dict() (pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
(pytorch_lightning_spells.optimizers.Lookahead method)
log_hyperparams() (pytorch_lightning_spells.loggers.ScreenLogger method)
log_metrics() (pytorch_lightning_spells.loggers.ScreenLogger method)
Lookahead (class in pytorch_lightning_spells.optimizers)
LookaheadCallback (class in pytorch_lightning_spells.callbacks)
LookaheadModelCheckpoint (class in pytorch_lightning_spells.callbacks)
M
MixUpCallback (class in pytorch_lightning_spells.callbacks)
MixupSoftmaxLoss (class in pytorch_lightning_spells.losses)
module
pytorch_lightning_spells
pytorch_lightning_spells.callbacks
pytorch_lightning_spells.cutmix_utils
pytorch_lightning_spells.loggers
pytorch_lightning_spells.losses
pytorch_lightning_spells.lr_schedulers
pytorch_lightning_spells.metrics
pytorch_lightning_spells.optimizers
pytorch_lightning_spells.samplers
pytorch_lightning_spells.snapmix_utils
pytorch_lightning_spells.utils
MultiStageScheduler (class in pytorch_lightning_spells.lr_schedulers)
N
name (pytorch_lightning_spells.loggers.ScreenLogger property)
O
on_train_batch_start() (pytorch_lightning_spells.callbacks.CutMixCallback method)
(pytorch_lightning_spells.callbacks.MixUpCallback method)
(pytorch_lightning_spells.callbacks.RandomAugmentationChoiceCallback method)
(pytorch_lightning_spells.callbacks.SnapMixCallback method)
on_train_end() (pytorch_lightning_spells.callbacks.TelegramCallback method)
on_train_start() (pytorch_lightning_spells.callbacks.TelegramCallback method)
on_validation_end() (pytorch_lightning_spells.callbacks.LookaheadCallback method)
(pytorch_lightning_spells.callbacks.LookaheadModelCheckpoint method)
(pytorch_lightning_spells.callbacks.TelegramCallback method)
on_validation_start() (pytorch_lightning_spells.callbacks.LookaheadCallback method)
(pytorch_lightning_spells.callbacks.LookaheadModelCheckpoint method)
P
Poly1CrossEntropyLoss (class in pytorch_lightning_spells.losses)
Poly1FocalLoss (class in pytorch_lightning_spells.losses)
pytorch_lightning_spells
module
pytorch_lightning_spells.callbacks
module
pytorch_lightning_spells.cutmix_utils
module
pytorch_lightning_spells.loggers
module
pytorch_lightning_spells.losses
module
pytorch_lightning_spells.lr_schedulers
module
pytorch_lightning_spells.metrics
module
pytorch_lightning_spells.optimizers
module
pytorch_lightning_spells.samplers
module
pytorch_lightning_spells.snapmix_utils
module
pytorch_lightning_spells.utils
module
R
RAdam (class in pytorch_lightning_spells.optimizers)
rand_bbox() (in module pytorch_lightning_spells.cutmix_utils)
rand_bbox_minmax() (in module pytorch_lightning_spells.cutmix_utils)
RandomAugmentationChoiceCallback (class in pytorch_lightning_spells.callbacks)
S
ScreenLogger (class in pytorch_lightning_spells.loggers)
send_message() (pytorch_lightning_spells.callbacks.TelegramCallback method)
separate_parameters() (in module pytorch_lightning_spells.utils)
set_trainable() (in module pytorch_lightning_spells.utils)
SnapMixCallback (class in pytorch_lightning_spells.callbacks)
SortishSampler (class in pytorch_lightning_spells.samplers)
SortSampler (class in pytorch_lightning_spells.samplers)
SpearmanCorrelation (class in pytorch_lightning_spells.metrics)
state_dict() (pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
(pytorch_lightning_spells.optimizers.Lookahead method)
step() (pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
(pytorch_lightning_spells.optimizers.Lookahead method)
(pytorch_lightning_spells.optimizers.RAdam method)
switch_optimizer() (pytorch_lightning_spells.lr_schedulers.BaseLRScheduler method)
(pytorch_lightning_spells.lr_schedulers.MultiStageScheduler method)
T
TelegramCallback (class in pytorch_lightning_spells.callbacks)
test_step() (pytorch_lightning_spells.BaseModule method)
test_step_end() (pytorch_lightning_spells.BaseModule method)
training_step_end() (pytorch_lightning_spells.BaseModule method)
U
update() (pytorch_lightning_spells.metrics.GlobalMetric method)
(pytorch_lightning_spells.utils.EMATracker method)
V
validation_step_end() (pytorch_lightning_spells.BaseModule method)
value (pytorch_lightning_spells.utils.EMATracker property)
version (pytorch_lightning_spells.loggers.ScreenLogger property)
Z
zero_grad() (pytorch_lightning_spells.optimizers.Lookahead method)
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