Use Cases#

  • Train a DeepFM model using recsys data

  • Run DeepRec with BigDL

  • Train DIEN using the Amazon Book Reviews dataset

  • Preprocess the Criteo dataset for DLRM Model

  • Train an LightGBM model using Twitter dataset

  • Running Friesian listwise example

  • Multi-task Recommendation with BigDL

  • Train an NCF model on MovieLens

  • Offline Recall with Faiss on Spark

  • Recommend items using Friesian-Serving Framework

  • Train a two tower model using recsys data

  • Preprocess the Criteo dataset for WideAndDeep Model

  • Train an XGBoost model using Twitter dataset