vics-core/covid-net

Deep learning based covid model

covid-net

blog | tracker

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:

• COVID-19 growth prediction using multivariate long short term memory