Examples

• Criteo Example
  • Data Prep
  • Initializing the Memory Pool
  • Dataset and Dataset Schema
  • Preprocessing
  • Data Loading
  • Training
• Rossmann Example
  • Overview
  • Preparing our dataset
  • Training a Network
  • Choose a Framework
  • TensorFlow
  • PyTorch
  • fast.ai
• Multi-GPU Example
  • NVTabular + Dask Integration
  • Simple Multi-GPU Toy Example
  • Notes on Shuffling
• HugeCTR Example
  • Data Prep
  • Dataset and Dataset Schema
  • Deploy a Distributed-Dask Cluster
  • Preprocessing
  • Training
• Outbrain Example
  • Overview
  • Preparing Our Dataset
  • Initiate NVTabular Workflow
  • Feature Engineering
  • Training a TF W&D Model
• RecSys2020 Example
  • Overview
  • Getting Started
  • Preparing our dataset
  • Splitting dataset into training and test
  • Feature Engineering
  • Training our model