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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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H
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M
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N
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O
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P
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V
_
_apply_callbacks() (deeptrain.train_generator.TrainGenerator method)
_batch_from_group_batch() (deeptrain.data_generator.DataGenerator method)
_BUILTINS (deeptrain.data_generator.DataGenerator attribute)
(deeptrain.util.data_loaders.DataLoader attribute)
_compute_metric() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_compute_metrics() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_DEFAULT_ALIAS_TO_METRIC (in module deeptrain.util._default_configs)
_DEFAULT_DATAGEN_CFG (in module deeptrain.util._default_configs)
_DEFAULT_DATAGEN_LOADSKIP_LIST (in module deeptrain.util._default_configs)
_DEFAULT_DATAGEN_SAVESKIP_LIST (in module deeptrain.util._default_configs)
_DEFAULT_METRIC_PRINTSKIP_CFG (in module deeptrain.util._default_configs)
_DEFAULT_METRIC_TO_ALIAS (in module deeptrain.util._default_configs)
_DEFAULT_MODEL_NAME_CFG (in module deeptrain.util._default_configs)
_DEFAULT_MODEL_SAVE_KW (in module deeptrain.util._default_configs)
_DEFAULT_MODEL_SAVE_WEIGHTS_KW (in module deeptrain.util._default_configs)
_DEFAULT_NAME_PROCESS_KEY_FN() (in module deeptrain.util._default_configs)
_DEFAULT_PLOT_CFG (in module deeptrain.util._default_configs)
_DEFAULT_REPORT_CFG (in module deeptrain.util._default_configs)
_DEFAULT_TRAINGEN_CFG (in module deeptrain.util._default_configs)
_DEFAULT_TRAINGEN_LOADSKIP_LIST (in module deeptrain.util._default_configs)
_DEFAULT_TRAINGEN_SAVESKIP_LIST (in module deeptrain.util._default_configs)
_gather_over_dataset() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
_get_best_subset_val_history() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_get_next_batch() (deeptrain.data_generator.DataGenerator method)
_get_next_labels() (deeptrain.data_generator.DataGenerator method)
_get_optimizer_state() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
_get_set_nums() (deeptrain.util.data_loaders.DataLoader method)
_get_val_history() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_get_weighted_sample_weight() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_infer_and_set_info() (deeptrain.data_generator.DataGenerator method)
_infer_info() (deeptrain.data_generator.DataGenerator method)
_init_and_validate_kwargs() (deeptrain.data_generator.DataGenerator method)
(deeptrain.train_generator.TrainGenerator method)
_init_callbacks() (deeptrain.train_generator.TrainGenerator method)
_init_class_vars() (deeptrain.data_generator.DataGenerator method)
(deeptrain.train_generator.TrainGenerator method)
_init_logger() (deeptrain.train_generator.TrainGenerator method)
_init_optimizer() (in module deeptrain.util.misc)
_labels_from_group_labels() (deeptrain.data_generator.DataGenerator method)
_load_optimizer_state() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
_log_init_state() (in module deeptrain.util.logging)
_make_gradients_fn() (in module deeptrain.introspection)
_make_group_batch_and_labels() (deeptrain.data_generator.DataGenerator method)
_make_plot_configs_from_metrics() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.misc)
_next_window() (deeptrain.util.preprocessors.TimeseriesPreprocessor method)
_on_val_end() (deeptrain.train_generator.TrainGenerator method)
_plot_metrics() (in module deeptrain.visuals)
_prepare_initial_data() (deeptrain.train_generator.TrainGenerator method)
_print_iter_progress() (deeptrain.train_generator.TrainGenerator method)
_print_progress() (deeptrain.train_generator.TrainGenerator method)
_print_train_progress() (deeptrain.train_generator.TrainGenerator method)
_print_val_progress() (deeptrain.train_generator.TrainGenerator method)
_sample_weight_built() (in module deeptrain.introspection)
_save_best_model() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
_save_history_fig() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
_set_predict_threshold() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_set_preprocessor() (deeptrain.data_generator.DataGenerator method)
_set_seeds() (deeptrain.callbacks.RandomSeedSetter class method)
_set_set_nums() (deeptrain.data_generator.DataGenerator method)
_should_do() (deeptrain.train_generator.TrainGenerator method)
_train_postiter_processing() (deeptrain.train_generator.TrainGenerator method)
_transform_eval_data() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_unroll_into_samples() (in module deeptrain.util.training)
_update_group_batch_state() (deeptrain.data_generator.DataGenerator method)
_update_temp_history() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_update_val_iter_cache() (deeptrain.train_generator.TrainGenerator method)
_val_postiter_processing() (deeptrain.train_generator.TrainGenerator method)
_validate_batch() (deeptrain.data_generator.DataGenerator method)
_validate_class_data_shapes() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_validate_configs() (deeptrain.util.preprocessors.Preprocessor method)
_validate_data_shapes() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
_validate_traingen_configs() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.misc)
_weighted_normalize_preds() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
A
advance_batch() (deeptrain.data_generator.DataGenerator method)
append_examples_dir_to_sys_path() (in module deeptrain.util.misc)
argspec() (in module deeptrain.util.misc)
B
batch_exhausted (deeptrain.data_generator.DataGenerator attribute)
batch_loaded (deeptrain.data_generator.DataGenerator attribute)
binary_preds_distribution() (in module deeptrain.visuals)
binary_preds_distribution_cb() (in module deeptrain.callbacks)
binary_preds_per_iteration() (in module deeptrain.visuals)
binary_preds_per_iteration_cb() (in module deeptrain.callbacks)
builtin_or_npscalar() (in module deeptrain.util.algorithms)
C
call_on_freq() (deeptrain.callbacks.RandomSeedSetter method)
capture_args() (in module deeptrain.util.misc)
check_health() (deeptrain.train_generator.TrainGenerator method)
checkpoint() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
clear() (deeptrain.callbacks.TraingenLogger method)
clear_cache() (deeptrain.train_generator.TrainGenerator method)
compute_gradient_norm() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
csv_loader() (deeptrain.util.data_loaders.DataLoader method)
D
data_to_hdf5() (in module deeptrain.preprocessing)
DataGenerator (class in deeptrain.data_generator)
DataLoader (class in deeptrain.util.data_loaders)
deep_isinstance() (in module deeptrain.util.algorithms)
deepcopy_v2() (in module deeptrain.util.experimental)
deepget() (in module deeptrain.util.algorithms)
deeplen() (in module deeptrain.util.algorithms)
deepmap() (in module deeptrain.util.algorithms)
deeptrain (module)
deeptrain.backend (module)
deeptrain.backend.model_utils (module)
deeptrain.backend.tensor_utils (module)
deeptrain.callbacks (module)
deeptrain.data_generator (module)
deeptrain.introspection (module)
deeptrain.metrics (module)
deeptrain.preprocessing (module)
deeptrain.train_generator (module)
deeptrain.util (module)
deeptrain.util._default_configs (module)
deeptrain.util._traingen_utils (module)
deeptrain.util.algorithms (module)
deeptrain.util.configs (module)
deeptrain.util.data_loaders (module)
deeptrain.util.experimental (module)
deeptrain.util.fonts (module)
deeptrain.util.logging (module)
deeptrain.util.misc (module)
deeptrain.util.preprocessors (module)
deeptrain.util.saving (module)
deeptrain.util.searching (module)
deeptrain.util.training (module)
deeptrain.visuals (module)
destroy() (deeptrain.train_generator.TrainGenerator method)
E
epoch (deeptrain.train_generator.TrainGenerator attribute)
eval_fn (deeptrain.train_generator.TrainGenerator attribute)
eval_tensor() (in module deeptrain.backend.tensor_utils)
exclude_unpickleable() (in module deeptrain.util.experimental)
extract_pickleable() (in module deeptrain.util.experimental)
F
f1_score() (in module deeptrain.metrics)
find_best_predict_threshold() (in module deeptrain.util.searching)
find_best_subset() (in module deeptrain.util.searching)
find_best_subset_from_history() (in module deeptrain.util.searching)
fit_fn (deeptrain.train_generator.TrainGenerator attribute)
G
generate_report() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.logging)
GenericPreprocessor (class in deeptrain.util.preprocessors)
get() (deeptrain.data_generator.DataGenerator method)
get_data() (deeptrain.callbacks.VizAE2D method)
(deeptrain.train_generator.TrainGenerator method)
get_history_fig() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.visuals)
get_last_log() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.logging)
get_model_metrics() (in module deeptrain.backend.model_utils)
get_module_methods() (in module deeptrain.util.misc)
get_sample_weight() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.training)
get_unique_model_name() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.logging)
gradient_norm_over_dataset() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
gradient_sum_over_dataset() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
H
hdf5_loader() (deeptrain.util.data_loaders.DataLoader method)
I
infer_train_hist() (in module deeptrain.visuals)
infer_train_hist_cb() (in module deeptrain.callbacks)
info() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
init_with_traingen() (deeptrain.callbacks.TraingenCallback method)
(deeptrain.callbacks.TraingenLogger method)
interrupt_status() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.introspection)
L
layer_hists() (in module deeptrain.visuals)
load() (deeptrain.callbacks.TraingenLogger method)
(deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
load_data (deeptrain.data_generator.DataGenerator attribute)
load_fn (deeptrain.util.data_loaders.DataLoader attribute)
load_labels (deeptrain.data_generator.DataGenerator attribute)
log() (deeptrain.callbacks.TraingenLogger method)
M
make_layer_hists_cb() (in module deeptrain.callbacks)
mean_absolute_error() (in module deeptrain.metrics)
mean_squared_error() (in module deeptrain.metrics)
model_loss_name() (in module deeptrain.backend.model_utils)
N
nCk() (in module deeptrain.util.algorithms)
numpy2D_to_csv() (in module deeptrain.preprocessing)
numpy_data_to_numpy_sets() (in module deeptrain.preprocessing)
numpy_loader() (deeptrain.util.data_loaders.DataLoader method)
numpy_lz4f_loader() (deeptrain.util.data_loaders.DataLoader method)
numpy_to_lz4f() (in module deeptrain.preprocessing)
O
obj_to_str() (in module deeptrain.util.algorithms)
on_epoch_end() (deeptrain.data_generator.DataGenerator method)
(deeptrain.util.preprocessors.Preprocessor method)
(deeptrain.util.preprocessors.TimeseriesPreprocessor method)
on_load() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_save() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_train_batch_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_train_epoch_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_train_iter_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_val_batch_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_val_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
(deeptrain.callbacks.VizAE2D method)
on_val_epoch_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
on_val_iter_end() (deeptrain.callbacks.RandomSeedSetter method)
(deeptrain.callbacks.TraingenCallback method)
ordered_shuffle() (in module deeptrain.util.algorithms)
P
pass_on_error() (in module deeptrain.util.misc)
plot_history() (deeptrain.train_generator.TrainGenerator method)
preload_all_labels() (deeptrain.data_generator.DataGenerator method)
preload_superbatch() (deeptrain.data_generator.DataGenerator method)
Preprocessor (class in deeptrain.util.preprocessors)
print_dead_weights() (in module deeptrain.introspection)
print_large_weights() (in module deeptrain.introspection)
print_nan_weights() (in module deeptrain.introspection)
process() (deeptrain.util.preprocessors.GenericPreprocessor method)
(deeptrain.util.preprocessors.Preprocessor method)
(deeptrain.util.preprocessors.TimeseriesPreprocessor method)
R
RandomSeedSetter (class in deeptrain.callbacks)
reset_graph() (deeptrain.callbacks.RandomSeedSetter class method)
reset_state() (deeptrain.data_generator.DataGenerator method)
(deeptrain.util.preprocessors.Preprocessor method)
(deeptrain.util.preprocessors.TimeseriesPreprocessor method)
reset_validation() (deeptrain.train_generator.TrainGenerator method)
roc_auc_score() (in module deeptrain.metrics)
S
save() (deeptrain.callbacks.TraingenLogger method)
(deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.saving)
save_report() (deeptrain.util._traingen_utils.TraingenUtils method)
(in module deeptrain.util.logging)
scalefig() (in module deeptrain)
seeds (deeptrain.callbacks.RandomSeedSetter attribute)
set_seeds() (deeptrain.callbacks.RandomSeedSetter method)
(in module deeptrain)
slice_idx (deeptrain.data_generator.DataGenerator attribute)
slices_per_batch (deeptrain.data_generator.DataGenerator attribute)
start_increment (deeptrain.util.preprocessors.TimeseriesPreprocessor attribute)
T
TimeseriesPreprocessor (class in deeptrain.util.preprocessors)
train() (deeptrain.train_generator.TrainGenerator method)
TraingenCallback (class in deeptrain.callbacks)
TrainGenerator (class in deeptrain.train_generator)
TraingenLogger (class in deeptrain.callbacks)
TraingenUtils (class in deeptrain.util._traingen_utils)
try_except() (in module deeptrain.util.misc)
U
update_state() (deeptrain.data_generator.DataGenerator method)
(deeptrain.util.preprocessors.Preprocessor method)
(deeptrain.util.preprocessors.TimeseriesPreprocessor method)
V
val_epoch (deeptrain.train_generator.TrainGenerator attribute)
validate() (deeptrain.train_generator.TrainGenerator method)
viz() (deeptrain.callbacks.VizAE2D method)
viz_roc_auc() (in module deeptrain.visuals)
VizAE2D (class in deeptrain.callbacks)
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