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covid-net

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Deep learning model to predict COVID19 cases. Learns from world data, tries to predict India's data. Multivariate, multitask, multistep forecasting.

notebooks:

  • Data: clean data and prepare dataset for experiment
  • Experiments: tune params and run experiments
  • Model evaluation: evaluate models generated in an experiment to find the best fit on test data
  • Results: make various predictions and export results

requirements:

  • anaconda (python3)
  • pytorch
  • nodejs
  • neptune-client
  • neptune-notebooks (jupyter extension)

references:

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Deep learning based covid model

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