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docs: build demo workflows

Open jitingxu1 opened this issue 11 months ago • 1 comments

~We are currently targeting the NVTabular demo on RecSys2020 Challenge as a demo workflow.~ Update: Due to the RecSys2020 demo data being unavailable (and against Twitter's terms to share), we will start with the R nycflights13 dataset. It has been added to Ibis examples to support this.

Major tasks

  1. Demo Dataset
    • nycflights13
  2. Feature engineering
    • Use ibis and ibisml for data preprocessing
  3. Model training
    • XGBoost
    • sklearn
    • PyTorch

jitingxu1 avatar Mar 29 '24 16:03 jitingxu1