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NVIDIA Merlin NVTabular
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Contents
Introduction
Core Features
Accelerated Training
TensorFlow
PyTorch
HugeCTR
Example Notebooks
Getting Started with NVTabular
Advanced NVTabular Workflow
Run on multi-GPU or CPU-only
API Documentation
nvtabular.workflow.workflow.Workflow
nvtabular.workflow.workflow.WorkflowNode
nvtabular.ops.Bucketize
nvtabular.ops.Categorify
nvtabular.ops.DropLowCardinality
nvtabular.ops.HashBucket
nvtabular.ops.HashedCross
nvtabular.ops.TargetEncoding
nvtabular.ops.Clip
nvtabular.ops.LogOp
nvtabular.ops.Normalize
nvtabular.ops.NormalizeMinMax
nvtabular.ops.Dropna
nvtabular.ops.FillMissing
nvtabular.ops.FillMedian
nvtabular.ops.DifferenceLag
nvtabular.ops.Filter
nvtabular.ops.Groupby
nvtabular.ops.JoinExternal
nvtabular.ops.JoinGroupby
nvtabular.ops.AddMetadata
nvtabular.ops.AddProperties
nvtabular.ops.AddTags
nvtabular.ops.Rename
nvtabular.ops.ReduceDtypeSize
nvtabular.ops.TagAsItemFeatures
nvtabular.ops.TagAsItemID
nvtabular.ops.TagAsUserFeatures
nvtabular.ops.TagAsUserID
nvtabular.ops.ListSlice
nvtabular.ops.ValueCount
nvtabular.ops.ColumnSimilarity
nvtabular.ops.LambdaOp
nvtabular.ops.Operator
nvtabular.ops.StatOperator
Additional Resources
Architecture
Cloud Integration
Troubleshooting
developer.nvidia.com page
Presentations and Blog Posts
Github Repo
Ecosystem
Models
Systems
Core
Transformers4Rec
Dataloader
Merlin
v: stable
Tags
v1.8.1
v23.02.00
v23.04.00
v23.05.00
v23.06.00
v23.08.00
Branches
main
stable
.rst
.pdf
nvtabular.ops.LambdaOp
Contents
LambdaOp
nvtabular.ops.LambdaOp
#
nvtabular.ops.
LambdaOp
#
alias of
UDF
Contents
LambdaOp