Towhee
branch0.6
User Guide:
User Guide
User API:
towhee
towhee.DataCollection
Built-in Operators
Developer API:
towhee.operator
trainer package
trainer.optimization package
trainer.utils package
Towhee
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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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H
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I
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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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Z
_
__add__() (towhee.DataCollection method)
__call__() (towhee.operator.Operator method)
(towhee.operator.StatefulOperator method)
__getattr__() (towhee.DataCollection method)
__getitem__() (towhee.DataCollection method)
__init__() (towhee.DataCollection method)
(towhee.functional.Empty method)
(towhee.functional.Some method)
(towhee.operator.NNOperator method)
(towhee.operator.Operator method)
(towhee.operator.PyOperator method)
(towhee.operator.StatefulOperator method)
__repr__() (towhee.DataCollection method)
(towhee.functional.Empty method)
(towhee.functional.Some method)
(trainer.utils.trainer_utils.TrainOutput method)
__rshift__() (towhee.DataCollection method)
__setitem__() (towhee.DataCollection method)
__weakref__ (towhee.DataCollection attribute)
(towhee.functional.Option attribute)
(towhee.operator.Operator attribute)
A
Adafactor (class in trainer.optimization.adafactor)
AdamW (class in trainer.optimization.adamw)
add_callback() (trainer.callback.CallbackList method)
api (in module towhee)
append() (towhee.DataCollection method)
as_entity() (towhee.functional.mixins.EntityMixin method)
as_json() (towhee.functional.mixins.EntityMixin method)
as_raw() (towhee.functional.mixins.EntityMixin method)
B
batch() (towhee.DataCollection method)
by_idx() (trainer.utils.layer_freezer.LayerFreezer method)
by_names() (trainer.utils.layer_freezer.LayerFreezer method)
C
Callback (class in trainer.callback)
CallbackList (class in trainer.callback)
cate_one_hot_encoder (class in towhee.hub.builtin.operators.feature_engineer)
check_scheduler() (in module trainer.scheduler)
ComputerVisionMixin (class in towhee.functional.mixins)
configure_constant_scheduler() (in module trainer.scheduler)
configure_constant_scheduler_with_warmup() (in module trainer.scheduler)
configure_cosine_scheduler_with_warmup() (in module trainer.scheduler)
configure_cosine_with_hard_restarts_scheduler_with_warmup() (in module trainer.scheduler)
configure_linear_scheduler_with_warmup() (in module trainer.scheduler)
configure_polynomial_decay_scheduler_with_warmup() (in module trainer.scheduler)
CONSTANT (trainer.utils.trainer_utils.SchedulerType attribute)
CONSTANT_WITH_WARMUP (trainer.utils.trainer_utils.SchedulerType attribute)
COSINE (trainer.utils.trainer_utils.SchedulerType attribute)
COSINE_WITH_RESTARTS (trainer.utils.trainer_utils.SchedulerType attribute)
D
DataCollection (class in towhee)
DatasetMixin (class in towhee.functional.mixins)
dc (in module towhee)
decision_tree (class in towhee.hub.builtin.operators.sklearn)
DispatcherMixin (class in towhee.functional.mixins)
drop_empty() (towhee.DataCollection method)
dropna() (towhee.functional.mixins.EntityMixin method)
dump_default_yaml() (in module trainer.training_config)
E
EarlyStoppingCallback (class in trainer.callback)
Empty (class in towhee.functional)
empty() (towhee.functional.Option static method)
EntityMixin (class in towhee.functional.mixins)
exception_safe() (towhee.DataCollection method)
F
fill_empty() (towhee.DataCollection method)
fill_entity() (towhee.functional.mixins.EntityMixin method)
filter() (towhee.DataCollection method)
flat_map() (towhee.functional.Empty method)
(towhee.functional.Option method)
(towhee.functional.Some method)
flatten() (towhee.DataCollection method)
from_camera() (towhee.functional.mixins.DatasetMixin class method)
from_glob() (towhee.functional.mixins.DatasetMixin class method)
from_zip() (in module towhee)
(towhee.functional.mixins.DatasetMixin class method)
G
get() (towhee.functional.Empty method)
(towhee.functional.Some method)
get_config_help() (in module trainer.training_config)
get_constant_schedule() (in module trainer.optimization.optimization)
get_constant_schedule_with_warmup() (in module trainer.optimization.optimization)
get_cosine_schedule_with_warmup() (in module trainer.optimization.optimization)
get_cosine_with_hard_restarts_schedule_with_warmup() (in module trainer.optimization.optimization)
get_last_checkpoint() (in module trainer.utils.trainer_utils)
get_linear_schedule_with_warmup() (in module trainer.optimization.optimization)
get_monitor_value() (trainer.callback.EarlyStoppingCallback method)
get_or_else() (towhee.functional.Option method)
get_polynomial_decay_schedule_with_warmup() (in module trainer.optimization.optimization)
get_rank() (in module trainer.utils.trainer_utils)
get_scheduler() (in module trainer.optimization.optimization)
get_state() (towhee.functional.mixins.StateMixin method)
get_warmup_steps() (in module trainer.optimization.optimization)
get_world_size() (in module trainer.utils.trainer_utils)
glob (in module towhee)
glob_zip (in module towhee)
global_step (trainer.utils.trainer_utils.TrainOutput attribute)
H
head() (towhee.DataCollection method)
honor_type() (in module trainer.utils.trainer_utils)
I
image_blur (class in towhee.hub.builtin.operators.computer_vision)
image_convert_color (class in towhee.hub.builtin.operators.computer_vision)
image_dump (class in towhee.hub.builtin.operators.computer_vision)
image_filter (class in towhee.hub.builtin.operators.computer_vision)
image_load (class in towhee.hub.builtin.operators.computer_vision)
image_resize (class in towhee.hub.builtin.operators.computer_vision)
is_dist_avail_and_initialized() (in module trainer.utils.trainer_utils)
is_empty() (towhee.functional.Option method)
is_main_process() (in module trainer.utils.trainer_utils)
is_some() (towhee.functional.Option method)
is_stream (towhee.DataCollection property)
is_torch_tensor() (in module trainer.utils.trainer_utils)
L
LayerFreezer (class in trainer.utils.layer_freezer)
LINEAR (trainer.utils.trainer_utils.SchedulerType attribute)
load() (towhee.operator.NNOperator method)
load_from_yaml() (trainer.training_config.TrainingConfig method)
logistic_regression (class in towhee.hub.builtin.operators.sklearn)
M
map() (towhee.DataCollection method)
(towhee.functional.Option method)
MetricMixin (class in towhee.functional.mixins)
milvus_search (class in towhee.hub.builtin.operators.milvus_search)
MilvusMixin (class in towhee.functional.mixins)
mmap() (towhee.functional.mixins.ParallelMixin method)
ModelCard (class in trainer.modelcard)
ModelCheckpointCallback (class in trainer.callback)
module
towhee
,
[1]
towhee.functional
towhee.functional.mixins
towhee.hub.builtin.operators.computer_vision
towhee.hub.builtin.operators.feature_engineer
towhee.hub.builtin.operators.milvus_search
towhee.hub.builtin.operators.runas_op
towhee.hub.builtin.operators.sklearn
towhee.hub.builtin.operators.tensor_like
towhee.operator
trainer
trainer.callback
trainer.modelcard
trainer.optimization
trainer.optimization.adafactor
trainer.optimization.adamw
trainer.optimization.optimization
trainer.scheduler
trainer.training_config
trainer.utils
trainer.utils.layer_freezer
trainer.utils.trainer_utils
N
NNOperator (class in towhee.operator)
num_discretizer (class in towhee.hub.builtin.operators.feature_engineer)
O
of() (towhee.functional.Option static method)
on_batch_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
on_batch_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.ModelCheckpointCallback method)
on_epoch_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.ProgressBarCallBack method)
on_epoch_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.EarlyStoppingCallback method)
(trainer.callback.ModelCheckpointCallback method)
on_eval_batch_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
on_eval_batch_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.PrintCallBack method)
(trainer.callback.ProgressBarCallBack method)
(trainer.callback.TensorBoardCallBack method)
on_eval_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
on_eval_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
on_train_batch_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
on_train_batch_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.PrintCallBack method)
(trainer.callback.ProgressBarCallBack method)
(trainer.callback.TensorBoardCallBack method)
on_train_begin() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.EarlyStoppingCallback method)
on_train_end() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
(trainer.callback.EarlyStoppingCallback method)
Operator (class in towhee.operator)
ops (in module towhee)
Option (class in towhee.functional)
P
ParallelMixin (class in towhee.functional.mixins)
parse_json() (towhee.functional.mixins.EntityMixin method)
pmap() (towhee.functional.mixins.ParallelMixin method)
POLYNOMIAL (trainer.utils.trainer_utils.SchedulerType attribute)
pop_callback() (trainer.callback.CallbackList method)
PrintCallBack (class in trainer.callback)
ProgressBarCallBack (class in trainer.callback)
PyOperator (class in towhee.operator)
R
random_forest (class in towhee.hub.builtin.operators.sklearn)
range() (towhee.DataCollection static method)
read_camera() (in module towhee)
read_csv() (in module towhee)
read_json() (in module towhee)
recursively_apply() (in module trainer.utils.trainer_utils)
reduce_value() (in module trainer.utils.trainer_utils)
register() (in module towhee)
rename() (towhee.functional.mixins.EntityMixin method)
replace() (towhee.functional.mixins.EntityMixin method)
report() (towhee.functional.mixins.MetricMixin method)
rolling() (towhee.DataCollection method)
runas_op (class in towhee.hub.builtin.operators.runas_op)
S
safe() (towhee.DataCollection method)
sample() (towhee.DataCollection method)
save() (towhee.operator.NNOperator method)
save_model_card() (trainer.modelcard.ModelCard method)
save_to_yaml() (trainer.training_config.TrainingConfig method)
SchedulerType (class in trainer.utils.trainer_utils)
select_from() (towhee.DataCollection method)
send_to_device() (in module trainer.utils.trainer_utils)
set_all() (trainer.utils.layer_freezer.LayerFreezer method)
set_evaluating() (towhee.functional.mixins.StateMixin method)
set_model() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
set_optimizer() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
set_parallel() (towhee.functional.mixins.ParallelMixin method)
set_seed() (in module trainer.utils.trainer_utils)
set_slice() (trainer.utils.layer_freezer.LayerFreezer method)
set_state() (towhee.functional.mixins.StateMixin method)
set_trainercontrol() (trainer.callback.Callback method)
(trainer.callback.CallbackList method)
set_training() (towhee.functional.mixins.StateMixin method)
setup_trainer() (towhee.operator.NNOperator method)
show_frozen_layers() (trainer.utils.layer_freezer.LayerFreezer method)
shuffle() (towhee.DataCollection method)
Some (class in towhee.functional)
split() (towhee.functional.mixins.ParallelMixin method)
split_train_test() (towhee.functional.mixins.DatasetMixin method)
standard_scaler (class in towhee.hub.builtin.operators.feature_engineer)
StatefulOperator (class in towhee.operator)
StateMixin (class in towhee.functional.mixins)
status() (trainer.utils.layer_freezer.LayerFreezer method)
step() (trainer.optimization.adafactor.Adafactor method)
(trainer.optimization.adamw.AdamW method)
stream() (towhee.DataCollection method)
svc (class in towhee.hub.builtin.operators.sklearn)
T
tensor_concat (class in towhee.hub.builtin.operators.tensor_like)
tensor_normalize (class in towhee.hub.builtin.operators.tensor_like)
tensor_random (class in towhee.hub.builtin.operators.tensor_like)
tensor_split (class in towhee.hub.builtin.operators.tensor_like)
tensor_stack (class in towhee.hub.builtin.operators.tensor_like)
tensor_unstack (class in towhee.hub.builtin.operators.tensor_like)
TensorBoardCallBack (class in trainer.callback)
to_dict() (trainer.modelcard.ModelCard method)
towhee
module
,
[1]
towhee.functional
module
towhee.functional.mixins
module
towhee.hub.builtin.operators.computer_vision
module
towhee.hub.builtin.operators.feature_engineer
module
towhee.hub.builtin.operators.milvus_search
module
towhee.hub.builtin.operators.runas_op
module
towhee.hub.builtin.operators.sklearn
module
towhee.hub.builtin.operators.tensor_like
module
towhee.operator
module
train() (towhee.operator.NNOperator method)
trainer
module
trainer.callback
module
trainer.modelcard
module
trainer.optimization
module
trainer.optimization.adafactor
module
trainer.optimization.adamw
module
trainer.optimization.optimization
module
trainer.scheduler
module
trainer.training_config
module
trainer.utils
module
trainer.utils.layer_freezer
module
trainer.utils.trainer_utils
module
TrainerControl (class in trainer.callback)
training_loss (trainer.utils.trainer_utils.TrainOutput attribute)
TrainingConfig (class in trainer.training_config)
TrainOutput (class in trainer.utils.trainer_utils)
U
unset_parallel() (towhee.functional.mixins.ParallelMixin method)
unstream() (towhee.DataCollection method)
unwrap_model() (in module trainer.utils.trainer_utils)
Z
zip() (towhee.DataCollection method)
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