Index

A

Adafactor (class in ranzen.torch.optimizers) add_option() (GroupRegistration method) AddDict (class in ranzen)

anchors (PairedIndices attribute) ApproxStratBatchSampler (class in ranzen.torch) as_pretty_dict() (in module ranzen.hydra)

B

batch_mean (ReductionType attribute) batched_randint() (in module ranzen.torch)

BatchSamplerBase (class in ranzen.torch) batchwise_pdist() (in module ranzen.torch)

C

capitalize() (Split method) (Stage method) (StrEnum method) casefold() (Split method) (Stage method) (StrEnum method) center() (Split method) (Stage method) (StrEnum method)

clear() (AddDict method) copy() (AddDict method) CosineLRWithLinearWarmup (class in ranzen.torch) CosineWarmup (class in ranzen.torch) count() (Split method) (Stage method) (StrEnum method) count_parameters() (in module ranzen.torch) cross_entropy_loss() (in module ranzen.torch) CrossEntropyLoss (class in ranzen.torch)

D

DcModule (class in ranzen.torch)

default_if_none() (in module ranzen)

E

encode() (Split method) (Stage method) (StrEnum method) endswith() (Split method) (Stage method) (StrEnum method)

enum_name_str() (in module ranzen) epoch (TrainingMode attribute) Event (class in ranzen.torch) expandtabs() (Split method) (Stage method) (StrEnum method) ExponentialWarmup (class in ranzen.torch)

F

find() (Split method) (Stage method) (StrEnum method) flatten_dict() (in module ranzen) format() (Split method) (Stage method) (StrEnum method)

format_map() (Split method) (Stage method) (StrEnum method) forward() (CrossEntropyLoss method) from_labels() (WeightedBatchSampler class method) fromkeys() (AddDict method)

G

gcopy() (in module ranzen) geometric (MixUpMode attribute) get() (AddDict method) get_lr() (CosineLRWithLinearWarmup method) (LinearWarmupLR method)

GreedyCoreSetSampler (class in ranzen.torch) GroupRegistration (class in ranzen.hydra) groups() (RunsDownloader method)

I

implements (class in ranzen) index() (Split method) (Stage method) (StrEnum method) inf_generator() (in module ranzen.torch) isalnum() (Split method) (Stage method) (StrEnum method) isalpha() (Split method) (Stage method) (StrEnum method) isascii() (Split method) (Stage method) (StrEnum method) isdecimal() (Split method) (Stage method) (StrEnum method) isdigit() (Split method) (Stage method) (StrEnum method) isidentifier() (Split method) (Stage method) (StrEnum method)

islower() (Split method) (Stage method) (StrEnum method) isnumeric() (Split method) (Stage method) (StrEnum method) isprintable() (Split method) (Stage method) (StrEnum method) isspace() (Split method) (Stage method) (StrEnum method) istitle() (Split method) (Stage method) (StrEnum method) isupper() (Split method) (Stage method) (StrEnum method) items() (AddDict method)

J

join() (Split method) (Stage method) (StrEnum method)

K

keys() (AddDict method)

L

LAMB (class in ranzen.torch.optimizers) linear (MixUpMode attribute) LinearWarmup (class in ranzen.torch) LinearWarmupLR (class in ranzen.torch) ljust() (Split method) (Stage method) (StrEnum method)

load_state_dict() (SAM method) lower() (Split method) (Stage method) (StrEnum method) lstrip() (Split method) (Stage method) (StrEnum method)

M

maketrans() (Split static method) (Stage static method) (StrEnum static method) matches (PairedIndices attribute) mean (ReductionType attribute) MixUpMode (class in ranzen.torch.transforms) modify_config() (RunsDownloader method)

module ranzen ranzen.hydra ranzen.torch ranzen.torch.optimizers ranzen.torch.transforms ranzen.wandb

N

name (Option property)

new_group() (SchemaRegistration method) none (ReductionType attribute)

O

Option (class in ranzen.hydra)

P

PairedIndices (class in ranzen.torch.transforms) partition() (Split method) (Stage method) (StrEnum method)

pop() (AddDict method) popitem() (AddDict method) prepare_for_logging() (in module ranzen.hydra) prop_random_split() (in module ranzen) (in module ranzen.torch)

R

RandomCutMix (class in ranzen.torch.transforms) RandomMixUp (class in ranzen.torch.transforms) ranzen module ranzen.hydra module ranzen.torch module ranzen.torch.optimizers module ranzen.torch.transforms module ranzen.wandb module readable_duration() (in module ranzen) reconstruct_cmd() (in module ranzen.hydra) reduce_add() (in module ranzen) ReductionType (class in ranzen.torch) register() (SchemaRegistration method) register_hydra_config() (in module ranzen.hydra) Relay (class in ranzen.hydra) removeprefix() (Split method) (Stage method) (StrEnum method) removesuffix() (Split method) (Stage method) (StrEnum method)

replace() (Split method) (Stage method) (StrEnum method) rfind() (Split method) (Stage method) (StrEnum method) rindex() (Split method) (Stage method) (StrEnum method) rjust() (Split method) (Stage method) (StrEnum method) rpartition() (Split method) (Stage method) (StrEnum method) rsplit() (Split method) (Stage method) (StrEnum method) rstrip() (Split method) (Stage method) (StrEnum method) run() (Relay method) runs() (RunsDownloader method) RunsDownloader (class in ranzen.wandb)

S

SAM (class in ranzen.torch.optimizers) Scheduler (class in ranzen.torch) scheduler (CosineLRWithLinearWarmup property) SchemaRegistration (class in ranzen.hydra) SequentialBatchSampler (class in ranzen.torch) setdefault() (AddDict method) SizedDataset (class in ranzen.torch) some() (in module ranzen) Split (class in ranzen) split() (Split method) (Stage method) (StrEnum method) splitlines() (Split method) (Stage method) (StrEnum method) Stage (class in ranzen) startswith() (Split method) (Stage method) (StrEnum method)

step (TrainingMode attribute) step() (Adafactor method) (CosineLRWithLinearWarmup method) (LAMB method) (SAM method) (Scheduler method) (WarmupScheduler method) str_to_enum() (in module ranzen) stratified_split_indices() (in module ranzen.torch) StratifiedBatchSampler (class in ranzen.torch) StrEnum (class in ranzen) strip() (Split method) (Stage method) (StrEnum method) Subset (class in ranzen.torch) sum (ReductionType attribute) swapcase() (Split method) (Stage method) (StrEnum method)

T

title() (Split method) (Stage method) (StrEnum method) to_item() (in module ranzen.torch) to_numpy() (in module ranzen.torch)

torch_eps() (in module ranzen.torch) TrainingMode (class in ranzen.torch) TrainTestSplit (class in ranzen.torch) translate() (Split method) (Stage method) (StrEnum method)

U

unwrap_or() (in module ranzen) update() (AddDict method)

upper() (Split method) (Stage method) (StrEnum method)

V

values() (AddDict method)

W

WarmupScheduler (class in ranzen.torch) WeightedBatchSampler (class in ranzen.torch) with_bernoulli_dist() (RandomMixUp class method)

with_beta_dist() (RandomMixUp class method) with_hydra() (Relay class method) with_uniform_dist() (RandomMixUp class method)

Z

zfill() (Split method) (Stage method) (StrEnum method)