VN1 Forecasting - Accuracy Challenge Phase 1
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VN1 Forecasting - Accuracy Challenge Phase 1

Flieber, Syrup Tech, and SupChains Launch an AI-Driven Supply Chain Forecasting Competition

VN1 Forecasting - Accuracy Challenge
Machine Learning/AI
Enterprise
E-commerce/Retail
Total Prize 20,000
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Olivier Sprangers · 18 September 2024

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NeuralForecast starter

Uses DeepNPTS to generate predictions

Description

In this notebook, you'll find an application of DeepNPTS - a simple NeuralForecast baseline model

 

We go through the following steps:

  1. Importing the required packages
  2. Importing the data
  3. Feature engineering
  4. Model training
  5. Submission

There's tons of ways to improve this notebook - better feature engineering, use different models, different loss functions, tune the hyperparameters, etc, but wanted to share for those who'd like to experiment with NeuralForecast methods.

 

Disclaimer: I work for Nixtla, authors of NeuralForecast.

      
      
    

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