discotime
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Installation
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discotime
discotime
discotime
Index
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Index
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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I
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K
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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
A
AalenJohansen (class in discotime.utils.estimators)
activation_function (discotime.models.models.ModelConfig attribute)
B
BaseFabricTrainer (class in discotime.utils.misc)
batch_normalization (discotime.models.models.ModelConfig attribute)
batch_size (discotime.datasets.utils.DataConfig attribute)
(discotime.datasets.utils.LitSurvDataModule property)
Block (class in discotime.models.components)
BrierScore (class in discotime.metrics.brier_score)
BrierScore.Results (class in discotime.metrics.brier_score)
C
clamp() (in module discotime.utils.misc)
config (discotime.datasets.utils.LitSurvDataModule property)
configure_optimizers() (discotime.models.models.LitSurvModule method)
cuts (discotime.datasets.utils.LabelDiscretizer property)
(discotime.datasets.utils.LitSurvDataModule property)
(discotime.utils.typing.LabelTransformer property)
D
data_cuts (discotime.models.models.LitSurvModule property)
DataConfig (class in discotime.datasets.utils)
datamodule (discotime.models.models.LitSurvModule property)
default_fts_transformer() (in module discotime.datasets.utils)
discotime
module
discotime.datasets
module
discotime.datasets.from_rstats
module
discotime.datasets.utils
module
discotime.metrics
module
discotime.metrics.brier_score
module
discotime.metrics.ipa
module
discotime.models
module
discotime.models.components
module
discotime.models.models
module
discotime.utils
module
discotime.utils.estimators
module
discotime.utils.misc
module
discotime.utils.typing
module
discretization_grid (discotime.datasets.utils.DataConfig attribute)
discretization_scheme (discotime.datasets.utils.DataConfig attribute)
dropout_rate (discotime.models.models.ModelConfig attribute)
dset_fit (discotime.datasets.from_rstats.Mgus2 property)
dset_test (discotime.datasets.from_rstats.Mgus2 property)
E
EarlyStopping (class in discotime.utils.misc)
eval_grid (discotime.models.models.LitSurvModule property)
evaluation_grid_cuts (discotime.models.models.ModelConfig attribute)
evaluation_grid_size (discotime.models.models.ModelConfig attribute)
event_status_cont (discotime.utils.typing.SurvData attribute)
event_status_disc (discotime.utils.typing.SurvData attribute)
event_time_cont (discotime.utils.typing.SurvData attribute)
event_time_disc (discotime.utils.typing.SurvData attribute)
F
features (discotime.utils.typing.SurvData attribute)
fit() (discotime.datasets.utils.LabelDiscretizer method)
(discotime.utils.typing.LabelTransformer method)
(discotime.utils.typing.Transformer method)
fit_transform() (discotime.datasets.utils.LabelDiscretizer method)
(discotime.utils.typing.LabelTransformer method)
(discotime.utils.typing.Transformer method)
forward() (discotime.models.components.Block method)
(discotime.models.models.LitSurvModule method)
G
get_last_intermediate_value() (in module discotime.utils.misc)
I
interpolate2d() (in module discotime.utils.estimators)
IPA (class in discotime.metrics.ipa)
K
KaplanMeier (class in discotime.utils.estimators)
L
lab_transformer (discotime.datasets.utils.LitSurvDataModule property)
LabelDiscretizer (class in discotime.datasets.utils)
LabelTransformer (class in discotime.utils.typing)
learning_rate (discotime.models.models.ModelConfig attribute)
LitSurvDataModule (class in discotime.datasets.utils)
LitSurvModule (class in discotime.models.models)
M
max_time (discotime.datasets.utils.DataConfig attribute)
(discotime.datasets.utils.LabelDiscretizer property)
(discotime.utils.typing.LabelTransformer property)
Mgus2 (class in discotime.datasets.from_rstats)
model (discotime.metrics.brier_score.BrierScore.Results attribute)
(discotime.models.models.LitSurvModule property)
ModelConfig (class in discotime.models.models)
module
discotime
discotime.datasets
discotime.datasets.from_rstats
discotime.datasets.utils
discotime.metrics
discotime.metrics.brier_score
discotime.metrics.ipa
discotime.models
discotime.models.components
discotime.models.models
discotime.utils
discotime.utils.estimators
discotime.utils.misc
discotime.utils.typing
N
n_features (discotime.datasets.from_rstats.Mgus2 attribute)
(discotime.datasets.utils.LitSurvDataModule property)
n_hidden_units (discotime.models.models.ModelConfig attribute)
n_risks (discotime.datasets.from_rstats.Mgus2 attribute)
(discotime.datasets.utils.LitSurvDataModule property)
(discotime.models.models.ModelConfig attribute)
n_sequential_blocks (discotime.models.models.ModelConfig attribute)
n_time_bins (discotime.datasets.utils.DataConfig attribute)
(discotime.datasets.utils.LitSurvDataModule property)
(discotime.models.models.ModelConfig attribute)
negative_log_likelihood() (in module discotime.models.components)
null (discotime.metrics.brier_score.BrierScore.Results attribute)
O
on_load_checkpoint() (discotime.models.models.LitSurvModule method)
on_save_checkpoint() (discotime.models.models.LitSurvModule method)
on_test_epoch_end() (discotime.models.models.LitSurvModule method)
on_validation_end() (discotime.utils.misc.OptunaCallback method)
on_validation_epoch_end() (discotime.models.models.LitSurvModule method)
OptunaCallback (class in discotime.utils.misc)
P
percentile() (discotime.utils.estimators.KaplanMeier method)
predict_dataloader() (discotime.datasets.from_rstats.Mgus2 method)
prepare_data() (discotime.datasets.from_rstats.Mgus2 method)
R
recursive_defaultdict() (in module discotime.utils.misc)
S
setup() (discotime.datasets.from_rstats.Mgus2 method)
(discotime.datasets.utils.LitSurvDataModule method)
(discotime.models.models.LitSurvModule method)
should_stop() (discotime.utils.misc.EarlyStopping method)
split_dataset() (in module discotime.utils.misc)
SurvData (class in discotime.utils.typing)
SurvDataset (class in discotime.datasets.utils)
T
test_dataloader() (discotime.datasets.from_rstats.Mgus2 method)
test_step() (discotime.models.models.LitSurvModule method)
time_range (discotime.datasets.from_rstats.Mgus2 property)
(discotime.datasets.utils.LitSurvDataModule property)
train_dataloader() (discotime.datasets.from_rstats.Mgus2 method)
training_step() (discotime.models.models.LitSurvModule method)
transform() (discotime.datasets.utils.LabelDiscretizer method)
(discotime.utils.typing.LabelTransformer method)
(discotime.utils.typing.Transformer method)
Transformer (class in discotime.utils.typing)
U
update_mapping() (in module discotime.utils.misc)
use_skip_connections (discotime.models.models.ModelConfig attribute)
V
val_dataloader() (discotime.datasets.from_rstats.Mgus2 method)
validation_step() (discotime.models.models.LitSurvModule method)
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