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nbeats

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TimeSeriesForecasting_CarbonEmissions

antoniodagnino / TimeSeriesForecasting_CarbonEmissions

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Forecast Carbon Emissions with Time-Series data. This repository contains 2x Jupyter Notebooks that predict Carbon Emissions in the United States using Neural Basis Expansion Analysis for Time series (NBeats). The second notebook has an extra pre-processing step of data been scaled and inverse-transformed before final results.

time-series pandas forecasting darts pandas-series emissions-co2 emissions-model nbeats
  • Updated Dec 23, 2023
  • Jupyter Notebook

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