Index

_

_calc_origin() (ImagesBatch method)

_params (NumpySampler attribute)

A

accuracy() (ClassificationMetrics method) acquire_lock() (Pipeline method) action() (in module batchflow) add() (ImagesBatch method) add_components() (Batch method) (ImagesBatch method) add_namespace() (OncePipeline method) (Pipeline method) add_ops() (in module batchflow.named_expr) additive_noise() (ImagesBatch method) AddSampler (class in batchflow.sampler) AlgebraicNamedExpression (class in batchflow.named_expr) AndSampler (class in batchflow.sampler) any_action_failed() (in module batchflow) append() (ClassificationMetrics method) (NamedExpression method) append_pipeline() (Pipeline method) apply() (Sampler method) apply_defaults (Batch attribute) (ImagesBatch attribute) apply_parallel() (Batch method) (ImagesBatch method) (in module batchflow)

ApplySampler (class in batchflow.sampler) arithmetize() (in module batchflow.sampler) array_of_nones (Batch property) (ImagesBatch property) as_dataset() (Batch method) (ImagesBatch method) assign() (AlgebraicNamedExpression method) (B method) (C method) (D method) (F method) (I method) (IF method) (L method) (M method) (NamedExpression method) (P method) (R method) (V method) (W method) assign_variable() (Pipeline method)

B

B (class in batchflow.named_expr) BaseModel (class in batchflow.models) BaseOperationSampler (class in batchflow.sampler) Batch (class in batchflow) batchflow.models module batchflow.named_expr module batchflow.sampler module

bins (HistoSampler attribute) build() (SklearnModel method) build_from_index() (FilesIndex method) build_from_one_path() (FilesIndex method) build_from_path() (FilesIndex method) build_index() (DatasetIndex static method) (FilesIndex method) build_key() (FilesIndex static method) build_pos() (DatasetIndex method)

C

C (class in batchflow.named_expr) calc_split() (DatasetIndex method) call() (Pipeline method) cart_prod() (in module batchflow.sampler) ClassificationMetrics (class in batchflow.models.metrics) clip() (ImagesBatch method) components (Batch attribute) (ImagesBatch attribute) concat() (DatasetIndex class method) (FilesIndex class method) (OncePipeline class method) (Pipeline class method) condition_negative() (ClassificationMetrics method) condition_positive() (ClassificationMetrics method) (SegmentationMetricsByInstances method)

confusion_matrix (ClassificationMetrics property) constant (ConstantSampler attribute) ConstantSampler (class in batchflow.sampler) copy() (ClassificationMetrics method) (OncePipeline method) create_attrs() (Batch method) (ImagesBatch method) create_batch() (DatasetIndex method) (Pipeline method) create_subset() (DatasetIndex method) (FilesIndex method) crop() (ImagesBatch method) cutout() (ImagesBatch method)

D

D (class in batchflow.named_expr) data (Batch property) (ImagesBatch property) data_setter (Batch property) (ImagesBatch property) dataset (Batch property) (ImagesBatch property) DatasetIndex (class in batchflow) deepcopy() (Batch method) (ImagesBatch method) default_name (BaseModel property)

del_variable() (Pipeline method) delete_all_variables() (Pipeline method) delete_variable() (Pipeline method) deprecated() (in module batchflow) diagnostics_odds_ratio() (ClassificationMetrics method) discard_batch() (Pipeline method) distr (ScipySampler attribute) do_nothing() (Batch method) (ImagesBatch method) dump() (Batch method) (ImagesBatch method)

E

edges (HistoSampler attribute) elastic_transform() (ImagesBatch method) enhance() (ImagesBatch method) estimator (SklearnModel attribute)

eval_expr() (in module batchflow.named_expr) evaluate() (Metrics method) execute_for() (Pipeline method) extend() (NamedExpression method)

F

F (class in batchflow.named_expr) f1_score() (ClassificationMetrics method) false_discovery_rate() (ClassificationMetrics method) false_negative() (ClassificationMetrics method) false_negative_rate() (ClassificationMetrics method) false_omission_rate() (ClassificationMetrics method) false_positive() (ClassificationMetrics method) false_positive_rate() (ClassificationMetrics method) FilesIndex (class in batchflow)

filter() (ImagesBatch method) flip() (ImagesBatch method) FloordivSampler (class in batchflow.sampler) format() (NamedExpression method) free() (ClassificationMetrics method) (SegmentationMetricsByInstances method) from_data() (Batch class method) (ImagesBatch class method) from_index() (DatasetIndex class method) from_pipeline() (Pipeline class method)

G

gather_metrics() (Pipeline method) gen_batch() (DatasetIndex method) (Pipeline method) gen_rebatch() (Pipeline method) get() (AlgebraicNamedExpression method) (B method) (Batch method) (C method) (D method) (F method) (I method) (IF method) (ImagesBatch method) (L method) (M method) (NamedExpression method) (P method) (PP method) (R method) (V method) (W method)

get_action_name() (Pipeline method) get_attrs() (Batch method) (ImagesBatch method) get_default_iter_params() (DatasetIndex class method) get_errors() (Batch method) (ImagesBatch method) get_fullpath() (FilesIndex method) get_last_action_proba() (Pipeline method) get_last_action_repeat() (Pipeline method) get_method() (Pipeline method) get_model_by_name() (Pipeline method) get_pos() (DatasetIndex method) get_variable() (Pipeline method)

H

has_variable() (Pipeline method)

HistoSampler (class in batchflow.sampler)

I

I (class in batchflow.named_expr) IF (class in batchflow.named_expr) image_shape (ImagesBatch property) ImagesBatch (class in batchflow) import_model() (OncePipeline method) (Pipeline method) index (DatasetIndex property) (Pipeline property) indices (Batch property) (DatasetIndex property) (ImagesBatch property) (Pipeline property)

init_lock() (OncePipeline method) (Pipeline method) init_model() (OncePipeline method) (Pipeline method) init_variable() (OncePipeline method) (Pipeline method) init_variables() (Pipeline method) invert() (ImagesBatch method) is_method_from_ns() (Pipeline method) is_model_like() (BaseModel class method) is_split (DatasetIndex property) items (Batch property) (ImagesBatch property)

J

jaccard() (ClassificationMetrics method)

join() (Pipeline method)

L

L (class in batchflow.named_expr) load() (BaseModel method) (Batch method) (ImagesBatch method) (SklearnModel method)

load_model() (OncePipeline method) (Pipeline method) load_model_now() (Pipeline method) load_model_once() (Pipeline method)

M

M (class in batchflow.named_expr) m() (Pipeline method) max_iters (TruncateSampler attribute) merge() (Batch class method) (ImagesBatch class method) (Pipeline method) merge_component() (Batch class method) (ImagesBatch class method) MetaNamedExpression (class in batchflow.named_expr) Metrics (class in batchflow.models.metrics)

mjit() (in module batchflow) mode (NamedExpression attribute) model (Pipeline property) ModSampler (class in batchflow.sampler) module batchflow.models batchflow.named_expr batchflow.sampler MulSampler (class in batchflow.sampler) multiplicative_noise() (ImagesBatch method) multiply() (ImagesBatch method)

N

name (NamedExpression attribute) (NumpySampler attribute) (ScipySampler attribute) NamedExpression (class in batchflow.named_expr) negative_likelihood_ratio() (ClassificationMetrics method)

negative_predictive_value() (ClassificationMetrics method) next_batch() (DatasetIndex method) (Pipeline method) num_actions (Pipeline property) NumpySampler (class in batchflow.sampler)

O

OncePipeline (class in batchflow.once_pipeline) one_hot() (ClassificationMetrics method) operation (AddSampler attribute) (BaseOperationSampler attribute) (FloordivSampler attribute) (ModSampler attribute) (MulSampler attribute) (PowSampler attribute) (RAddSampler attribute) (RFloordivSampler attribute) (RModSampler attribute) (RMulSampler attribute) (RPowSampler attribute) (RSubSampler attribute) (RTruedivSampler attribute) (SubSampler attribute) (TruedivSampler attribute)

OrSampler (class in batchflow.sampler)

P

P (class in batchflow.named_expr) pad() (ImagesBatch method) paths (FilesIndex property) pil_convert() (ImagesBatch method) pipeline (Batch property) Pipeline (class in batchflow) pipeline (ImagesBatch property) PipelineNamedExpression (class in batchflow.named_expr) plot_confusion_matrix() (ClassificationMetrics method) positive_likelihood_ratio() (ClassificationMetrics method) positive_predictive_value() (ClassificationMetrics method) posterize() (ImagesBatch method)

PowSampler (class in batchflow.sampler) PP (class in batchflow.named_expr) predict() (BaseModel method) (SklearnModel method) predict_model() (Pipeline method) prediction_negative() (ClassificationMetrics method) prediction_positive() (ClassificationMetrics method) (SegmentationMetricsByInstances method) prevalence() (ClassificationMetrics method) print() (Pipeline method) profile_info (Pipeline property) put_on_background() (ImagesBatch method)

R

R (class in batchflow.named_expr) RAddSampler (class in batchflow.sampler) random (Batch property) (ImagesBatch property) (Pipeline property) random_seed (Batch property) (ImagesBatch property) (Pipeline property) read_data_from() (in module batchflow) rebatch() (Pipeline method) release_lock() (Pipeline method) repr() (Pipeline method) reset() (BaseModel method) (DatasetIndex method) (Pipeline method) (SklearnModel method)

reset_iter() (DatasetIndex method) resize() (ImagesBatch method) RFloordivSampler (class in batchflow.sampler) RModSampler (class in batchflow.sampler) RMulSampler (class in batchflow.sampler) rotate() (ImagesBatch method) RPowSampler (class in batchflow.sampler) RSubSampler (class in batchflow.sampler) RTruedivSampler (class in batchflow.sampler) run() (OncePipeline method) (Pipeline method) run_later() (Pipeline method) run_now() (Pipeline method) run_once() (Batch method) (ImagesBatch method)

S

salt() (ImagesBatch method) sample() (AndSampler method) (ApplySampler method) (BaseOperationSampler method) (ConstantSampler method) (HistoSampler method) (NumpySampler method) (OrSampler method) (Sampler method) (ScipySampler method) (TruncateSampler method) (WeightedSampler method) Sampler (class in batchflow.sampler) save() (BaseModel method) (Batch method) (ImagesBatch method) (SklearnModel method) save_data_to() (in module batchflow) save_model() (OncePipeline method) (Pipeline method) save_model_now() (Pipeline method) save_model_once() (Pipeline method) save_to() (OncePipeline method) (Pipeline method)

scale() (ImagesBatch method) ScipySampler (class in batchflow.sampler) SegmentationMetricsByInstances (class in batchflow.models.metrics) SegmentationMetricsByPixels (class in batchflow.models.metrics) set() (NamedExpression method) set_config() (Pipeline method) set_dataset() (Pipeline method) set_params() (NamedExpression method) set_variable() (Pipeline method) shift() (ImagesBatch method) show_profile_info() (Pipeline method) shuffle() (DatasetIndex method) size (Batch property) (DatasetIndex property) (ImagesBatch property) SkipBatchException (class in batchflow) SklearnModel (class in batchflow.models) split() (DatasetIndex method) split_to_patches() (ImagesBatch method) state (NumpySampler attribute) (ScipySampler attribute) str() (NamedExpression method) SubSampler (class in batchflow.sampler) subset_by_pos() (DatasetIndex method) swap() (in module batchflow.named_expr)

T

to_array() (Batch method) (ImagesBatch method) to_pil() (ImagesBatch method) total_population() (ClassificationMetrics method) (SegmentationMetricsByInstances method) train() (BaseModel method) (SklearnModel method) train_model() (Pipeline method) transform() (ImagesBatch method)

true_negative() (ClassificationMetrics method) (SegmentationMetricsByInstances method) true_negative_rate() (ClassificationMetrics method) true_positive() (ClassificationMetrics method) (SegmentationMetricsByInstances method) true_positive_rate() (ClassificationMetrics method) TruedivSampler (class in batchflow.sampler) truncate() (Sampler method) TruncateSampler (class in batchflow.sampler)

U

update() (ClassificationMetrics method) (HistoSampler method) (NamedExpression method) (OncePipeline method) (Pipeline method)

update_config() (Pipeline method) update_variable() (Pipeline method)

V

V (class in batchflow.named_expr)

v() (Pipeline method)

W

W (class in batchflow.named_expr)

weight (Sampler attribute) WeightedSampler (class in batchflow.sampler)