Flieber, Syrup Tech, and SupChains Launch an AI-Driven Supply Chain Forecasting Competition
Uses LightGBM to generate predictions
In this notebook, you'll find an application of LightGBM - a gradient-boosting machine model that has proven itself as one of the best forecasting methods (a.o. in the M5 forecasting competition).
We go through the following steps:
There's tons of ways to improve this notebook - better feature engineering, better cross-validation, different loss functions, tune the hyperparameters, etc, but wanted to share for those who'd like to experiment with MLForecast methods.
Disclaimer: I work for Nixtla, authors of MLForecast.
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avidar alkurdi
Posted 2 months ago