Index

B

batch_size (nvtabular.loader.torch.DLDataLoader attribute) Bucketize (class in nvtabular.ops)

build() (nvtabular.framework_utils.tensorflow.layers.embedding.DenseFeatures method) (nvtabular.framework_utils.tensorflow.layers.embedding.LinearFeatures method) (nvtabular.framework_utils.tensorflow.layers.interaction.DotProductInteraction method)

C

call() (nvtabular.framework_utils.tensorflow.layers.embedding.DenseFeatures method) (nvtabular.framework_utils.tensorflow.layers.embedding.LinearFeatures method) (nvtabular.framework_utils.tensorflow.layers.interaction.DotProductInteraction method) Categorify (class in nvtabular.ops) clear() (nvtabular.ops.Categorify method) (nvtabular.ops.FillMedian method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.Normalize method) (nvtabular.ops.NormalizeMinMax method) (nvtabular.ops.stat_operator.StatOperator method) (nvtabular.ops.TargetEncoding method) clear_stats() (nvtabular.workflow.workflow.Workflow method) Clip (class in nvtabular.ops) column_mapping() (nvtabular.ops.Categorify method) (nvtabular.ops.column_similarity.ColumnSimilarity method) (nvtabular.ops.DifferenceLag method) (nvtabular.ops.FillMedian method) (nvtabular.ops.FillMissing method) (nvtabular.ops.Groupby method) (nvtabular.ops.HashedCross method) (nvtabular.ops.JoinExternal method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.LambdaOp method) (nvtabular.ops.Rename method) (nvtabular.ops.TargetEncoding method)

ColumnSimilarity (class in nvtabular.ops.column_similarity) compute_output_schema() (nvtabular.ops.Groupby method) (nvtabular.ops.JoinExternal method) compute_output_shape() (nvtabular.framework_utils.tensorflow.layers.embedding.DenseFeatures method) (nvtabular.framework_utils.tensorflow.layers.embedding.LinearFeatures method) (nvtabular.framework_utils.tensorflow.layers.interaction.DotProductInteraction method) compute_selector() (nvtabular.ops.Categorify method) (nvtabular.ops.column_similarity.ColumnSimilarity method) (nvtabular.ops.JoinExternal method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.TargetEncoding method) ConcatenatedEmbeddings (class in nvtabular.framework_utils.torch.layers.embeddings) cont_names() (nvtabular.ops.JoinGroupby property) create_node() (nvtabular.ops.operator.Operator method)

D

dataset (nvtabular.loader.torch.DLDataLoader attribute) DenseFeatures (class in nvtabular.framework_utils.tensorflow.layers.embedding) dependencies() (nvtabular.ops.DifferenceLag property) (nvtabular.ops.JoinGroupby property) (nvtabular.ops.LambdaOp property) (nvtabular.ops.TargetEncoding property)

device() (nvtabular.loader.torch.DLDataLoader property) DifferenceLag (class in nvtabular.ops) DLDataLoader (class in nvtabular.loader.torch) DotProductInteraction (class in nvtabular.framework_utils.tensorflow.layers.interaction) drop_last (nvtabular.loader.torch.DLDataLoader attribute) Dropna (class in nvtabular.ops) dynamic_dtypes() (nvtabular.ops.LambdaOp property)

F

FillMedian (class in nvtabular.ops) FillMissing (class in nvtabular.ops) Filter (class in nvtabular.ops) fit() (nvtabular.ops.Categorify method) (nvtabular.ops.FillMedian method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.Normalize method) (nvtabular.ops.NormalizeMinMax method) (nvtabular.ops.stat_operator.StatOperator method) (nvtabular.ops.TargetEncoding method) (nvtabular.workflow.workflow.Workflow method)

fit_finalize() (nvtabular.ops.Categorify method) (nvtabular.ops.FillMedian method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.Normalize method) (nvtabular.ops.NormalizeMinMax method) (nvtabular.ops.stat_operator.StatOperator method) (nvtabular.ops.TargetEncoding method) fit_schema() (nvtabular.workflow.workflow.Workflow method) fit_transform() (nvtabular.workflow.workflow.Workflow method) forward() (nvtabular.framework_utils.torch.layers.embeddings.ConcatenatedEmbeddings method) (nvtabular.framework_utils.torch.layers.embeddings.MultiHotEmbeddings method) (nvtabular.framework_utils.torch.models.Model method)

G

get_config() (nvtabular.framework_utils.tensorflow.layers.embedding.DenseFeatures method) (nvtabular.framework_utils.tensorflow.layers.embedding.LinearFeatures method) (nvtabular.framework_utils.tensorflow.layers.interaction.DotProductInteraction method)

get_embedding_sizes() (nvtabular.ops.Categorify method) (nvtabular.ops.HashBucket method) Groupby (class in nvtabular.ops)

H

HashBucket (class in nvtabular.ops)

HashedCross (class in nvtabular.ops)

I

inference_initialize() (nvtabular.ops.Categorify method) (nvtabular.ops.FillMissing method) (nvtabular.ops.operator.Operator method)

input_dtypes() (nvtabular.workflow.workflow.Workflow property) input_schema() (nvtabular.workflow.workflow.Workflow property) IterDL (class in nvtabular.loader.torch)

J

JoinExternal (class in nvtabular.ops)

JoinGroupby (class in nvtabular.ops)

K

KerasSequenceLoader (class in nvtabular.loader.tensorflow)

KerasSequenceValidater (class in nvtabular.loader.tensorflow)

L

label() (nvtabular.ops.LambdaOp property) LambdaOp (class in nvtabular.ops) LinearFeatures (class in nvtabular.framework_utils.tensorflow.layers.embedding)

ListSlice (class in nvtabular.ops) load() (nvtabular.workflow.workflow.Workflow class method) LogOp (class in nvtabular.ops)

M

map() (nvtabular.loader.tensorflow.KerasSequenceLoader method) Model (class in nvtabular.framework_utils.torch.models) module nvtabular.framework_utils.tensorflow.layers.embedding nvtabular.framework_utils.tensorflow.layers.interaction nvtabular.framework_utils.torch.layers.embeddings nvtabular.framework_utils.torch.models nvtabular.loader.tensorflow nvtabular.loader.torch nvtabular.workflow.node nvtabular.workflow.workflow

MultiHotEmbeddings (class in nvtabular.framework_utils.torch.layers.embeddings)

N

Normalize (class in nvtabular.ops) NormalizeMinMax (class in nvtabular.ops) num_workers (nvtabular.loader.torch.DLDataLoader attribute) nvtabular.framework_utils.tensorflow.layers.embedding module nvtabular.framework_utils.tensorflow.layers.interaction module nvtabular.framework_utils.torch.layers.embeddings module

nvtabular.framework_utils.torch.models module nvtabular.loader.tensorflow module nvtabular.loader.torch module nvtabular.workflow.node module nvtabular.workflow.workflow module

O

on_epoch_end() (nvtabular.loader.tensorflow.KerasSequenceValidater method) Operator (class in nvtabular.ops.operator) output_dtype() (nvtabular.ops.Bucketize property) (nvtabular.ops.Categorify property) (nvtabular.ops.column_similarity.ColumnSimilarity property) (nvtabular.ops.DifferenceLag property) (nvtabular.ops.HashBucket property) (nvtabular.ops.HashedCross property) (nvtabular.ops.LambdaOp property) (nvtabular.ops.LogOp property) (nvtabular.ops.Normalize property) (nvtabular.ops.NormalizeMinMax property) (nvtabular.ops.TargetEncoding property) output_dtypes() (nvtabular.workflow.workflow.Workflow property)

output_node() (nvtabular.workflow.workflow.Workflow property) output_properties() (nvtabular.ops.LambdaOp property) output_schema() (nvtabular.workflow.workflow.Workflow property) output_tags() (nvtabular.ops.Bucketize property) (nvtabular.ops.Categorify property) (nvtabular.ops.column_similarity.ColumnSimilarity property) (nvtabular.ops.DifferenceLag property) (nvtabular.ops.HashBucket property) (nvtabular.ops.LambdaOp property) (nvtabular.ops.ListSlice property) (nvtabular.ops.LogOp property) (nvtabular.ops.Normalize property) (nvtabular.ops.NormalizeMinMax property) (nvtabular.ops.TargetEncoding property)

P

pin_memory (nvtabular.loader.torch.DLDataLoader attribute)

prefetch_factor (nvtabular.loader.torch.DLDataLoader attribute) process_vocabs() (nvtabular.ops.Categorify method)

R

remove_inputs() (nvtabular.workflow.workflow.Workflow method)

Rename (class in nvtabular.ops)

S

sampler (nvtabular.loader.torch.DLDataLoader attribute) save() (nvtabular.workflow.workflow.Workflow method) set_storage_path() (nvtabular.ops.Categorify method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.stat_operator.StatOperator method) (nvtabular.ops.TargetEncoding method)

StatOperator (class in nvtabular.ops.stat_operator) supports() (nvtabular.ops.Normalize property) (nvtabular.ops.NormalizeMinMax property)

T

target_columns() (nvtabular.ops.TargetEncoding property) TargetEncoding (class in nvtabular.ops) timeout (nvtabular.loader.torch.DLDataLoader attribute) TorchAsyncItr (class in nvtabular.loader.torch) training (nvtabular.framework_utils.torch.layers.embeddings.ConcatenatedEmbeddings attribute) (nvtabular.framework_utils.torch.layers.embeddings.MultiHotEmbeddings attribute) (nvtabular.framework_utils.torch.models.Model attribute) transform() (nvtabular.ops.Bucketize method) (nvtabular.ops.Categorify method) (nvtabular.ops.Clip method) (nvtabular.ops.column_similarity.ColumnSimilarity method) (nvtabular.ops.DifferenceLag method) (nvtabular.ops.Dropna method) (nvtabular.ops.FillMedian method) (nvtabular.ops.FillMissing method) (nvtabular.ops.Filter method) (nvtabular.ops.Groupby method) (nvtabular.ops.HashBucket method) (nvtabular.ops.HashedCross method) (nvtabular.ops.JoinExternal method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.LambdaOp method) (nvtabular.ops.ListSlice method) (nvtabular.ops.LogOp method) (nvtabular.ops.Normalize method) (nvtabular.ops.NormalizeMinMax method) (nvtabular.ops.operator.Operator method) (nvtabular.ops.Rename method) (nvtabular.ops.TargetEncoding method) (nvtabular.workflow.workflow.Workflow method)

W

Workflow (class in nvtabular.workflow.workflow)

WorkflowNode (class in nvtabular.workflow.node)