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rel-hm: item sales (Regression)

This runner now materializes rel-hm through relbench before building the GraphReduce frames. It no longer downloads parquet files from the example S3 bucket.

from relbench_hm_item_sales import run_rel_hm_item_sales

df_eval, df_holdout, holdout_mae, n_features, materialized, target = run_rel_hm_item_sales()
print(materialized)
print(target, holdout_mae, n_features, len(df_eval), len(df_holdout))

Current implementation:

Current RelBench-aligned dates:

  • eval cut date: 2020-09-07
  • holdout cut date: 2020-09-14
  • lookback start: 2019-09-07

Interactive Runner