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xgboostftw t1_j02hrl4 wrote

Reply to comment by Zealousideal-Card637 in [Discussion] Amazon's AutoML vs. open source statistical methods by fedegarzar

where do you see the full experiment? I think only the results table from Amazon is published, no?

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fedegarzar OP t1_j04jp9e wrote

Here are the results: https://github.com/Nixtla/statsforecast/tree/main/experiments/amazon_forecast
Here is the step-by-step guide to reproduce results: https://nixtla.github.io/statsforecast/examples/aws/statsforecast.html
Here are the steps for Amazon Forecast: https://nixtla.github.io/statsforecast/examples/aws/amazonforecast.html

Here is the data:
Train set: https://m5-benchmarks.s3.amazonaws.com/data/train/target.parquet
Temporal exogenous variables (used by AmazonForecast): https://m5-benchmarks.s3.amazonaws.com/data/train/temporal.parquet
Static exogenous variables (used by AmazonForecast): https://m5-benchmarks.s3.amazonaws.com/data/train/static.parquet

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