Covid-19-Trend-Predictor

Prediction of number of Covid-19 cases in India (per day) for the next 15 days using LSTM

Prediction according to Machine Learning model

Prediction for 1^st April,2020 - 15^th April, 2020^*

Prediction for 16^th April,2020 - 30^th April, 2020^*

Data Sources

1. For time series data of India, the data was obtained from the API - https://api.covid19india.org/data.json
2. For time series data of other countries, the data was obtained from https://github.com/ulklc/covid19-timeseries/tree/master/countryReport/country
3. The weather data was collected from the API - https://www.worldweatheronline.com/developer/api/
4. Lockdown information was obtained from news articles

Contributing

• Submit a Pull Request but before that please make sure to raise an issue.
• For more details, please refer CONTRIBUTING.md

References

• Jason Brownlee, Multivariate Time Series Forecasting with LSTMs in Keras, Machine Learning Mastery, Available from https://machinelearningmastery.com/multivariate-time-series-forecasting-lstms-keras/, accessed April, 2020

*Data (including Actual No. of cases, historical weather, weather forecast) last updated on 14^th April, 2020