forecasting-project

Data Path

{pathProejct}/data/

Prediction Task

Data frequency: daily data (average of 24h) Targets: [PM2.5, NO2, O3, CO, SO2, NO2] Task: using historical data of one city (train-test split for DL methods) to predict future data (horizon =1, 15 day)

Forecasting Models

Time Series Method

Machine Learning Method

RNN Method