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a probabilistic model for gas prices using DeepAR

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Using probabilistic forecasting for Gas Price Prediction in Ethereum Blockchain

Probabilistic forecasting, i.e. estimating the probability distribution of a time series’ future given its past

Collection of data:

  • Unzip data.zip
  • Run notebook ethereum-blockchain-data.ipynb to prepare training/test/validation samples by fetching from BigData

Train model:

  • Launch notebook deepar_eth_gas.ipynb to train and ouput test data/reports with data generated at point 1

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a probabilistic model for gas prices using DeepAR

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