Index

_

__add__() (nvtabular.workflow.node.WorkflowNode method) __getitem__() (nvtabular.workflow.node.WorkflowNode method) __radd__() (nvtabular.workflow.node.WorkflowNode method) __rshift__() (nvtabular.workflow.node.WorkflowNode method) __sub__() (nvtabular.workflow.node.WorkflowNode method)

__weakref__ (nvtabular.columns.schema.ColumnSchema attribute) (nvtabular.columns.schema.Schema attribute) (nvtabular.columns.selector.ColumnSelector attribute) (nvtabular.workflow.node.WorkflowNode attribute) _to_graphviz() (in module nvtabular.workflow.node)

B

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)

ColumnSchema (class in nvtabular.columns.schema) ColumnSelector (class in nvtabular.columns.selector) compute() (nvtabular.io.dataset.Dataset method) compute_output_schema() (nvtabular.ops.FillMedian method) (nvtabular.ops.FillMissing method) (nvtabular.ops.Groupby method) (nvtabular.ops.JoinExternal method) (nvtabular.ops.operator.Operator method) (nvtabular.ops.Rename 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) ConcatenatedEmbeddings (class in nvtabular.framework_utils.torch.layers.embeddings) cont_names() (nvtabular.ops.JoinGroupby property)

D

DataFrameIter (class in nvtabular.io.dataset) Dataset (class in nvtabular.io.dataset) DenseFeatures (class in nvtabular.framework_utils.tensorflow.layers.embedding) dependencies() (nvtabular.ops.DifferenceLag method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.LambdaOp method) (nvtabular.ops.operator.Operator method) (nvtabular.ops.TargetEncoding method)

DifferenceLag (class in nvtabular.ops) DotProductInteraction (class in nvtabular.framework_utils.tensorflow.layers.interaction) Dropna (class in nvtabular.ops)

F

file_partition_map() (nvtabular.io.dataset.Dataset property) 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) head() (nvtabular.io.dataset.Dataset method)

I

infer_schema() (nvtabular.io.dataset.Dataset method) inference_initialize() (nvtabular.ops.Categorify method) (nvtabular.ops.FillMissing method) (nvtabular.ops.operator.Operator method)

J

JoinExternal (class in nvtabular.ops)

JoinGroupby (class in nvtabular.ops)

L

label() (nvtabular.ops.LambdaOp property) (nvtabular.ops.operator.Operator 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

merge() (nvtabular.io.dataset.Dataset class method) Model (class in nvtabular.framework_utils.torch.models) module nvtabular.columns.schema nvtabular.columns.selector nvtabular.framework_utils.tensorflow.layers.embedding nvtabular.framework_utils.tensorflow.layers.interaction nvtabular.framework_utils.torch.layers.embeddings nvtabular.framework_utils.torch.models nvtabular.io.dataset 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) npartitions() (nvtabular.io.dataset.Dataset property) num_rows() (nvtabular.io.dataset.Dataset property) nvtabular.columns.schema module nvtabular.columns.selector module 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.io.dataset module nvtabular.workflow.node module nvtabular.workflow.workflow module

O

Operator (class in nvtabular.ops.operator) output_column_names() (nvtabular.ops.Categorify 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.operator.Operator method) (nvtabular.ops.Rename method) (nvtabular.ops.TargetEncoding method) output_dtype() (nvtabular.ops.Categorify method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.LogOp method) (nvtabular.ops.operator.Operator method)

output_properties() (nvtabular.ops.Categorify method) (nvtabular.ops.operator.Operator method) output_tags() (nvtabular.ops.Bucketize method) (nvtabular.ops.Categorify method) (nvtabular.ops.DifferenceLag method) (nvtabular.ops.Groupby method) (nvtabular.ops.HashBucket method) (nvtabular.ops.HashedCross method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.ListSlice method) (nvtabular.ops.LogOp method) (nvtabular.ops.Normalize method) (nvtabular.ops.NormalizeMinMax method) (nvtabular.ops.operator.Operator method)

P

partition_lens() (nvtabular.io.dataset.Dataset property)

persist() (nvtabular.io.dataset.Dataset method) process_vocabs() (nvtabular.ops.Categorify method)

R

regenerate_dataset() (nvtabular.io.dataset.Dataset method)

Rename (class in nvtabular.ops) repartition() (nvtabular.io.dataset.Dataset method)

S

sample_dtypes() (nvtabular.io.dataset.Dataset method) save() (nvtabular.workflow.workflow.Workflow method) Schema (class in nvtabular.columns.schema) set_storage_path() (nvtabular.ops.Categorify method) (nvtabular.ops.JoinGroupby method) (nvtabular.ops.stat_operator.StatOperator method) (nvtabular.ops.TargetEncoding method)

shuffle_by_keys() (nvtabular.io.dataset.Dataset method) StatOperator (class in nvtabular.ops.stat_operator) supports() (nvtabular.ops.Normalize property) (nvtabular.ops.NormalizeMinMax property) (nvtabular.ops.operator.Operator property)

T

tail() (nvtabular.io.dataset.Dataset method) TargetEncoding (class in nvtabular.ops) to_cpu() (nvtabular.io.dataset.Dataset method) to_ddf() (nvtabular.io.dataset.Dataset method) to_gpu() (nvtabular.io.dataset.Dataset method) to_hugectr() (nvtabular.io.dataset.Dataset method) to_iter() (nvtabular.io.dataset.Dataset method) to_parquet() (nvtabular.io.dataset.Dataset method) 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.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)

transformed_schema() (nvtabular.ops.operator.Operator method)

V

validate_dataset() (nvtabular.io.dataset.Dataset method)

W

Workflow (class in nvtabular.workflow.workflow)

WorkflowNode (class in nvtabular.workflow.node)