├── LICENSE ├── README.md ├── environment.yml ├── imgs ├── dataset.png ├── forecast.png └── loss.png └── src ├── data └── pollution.csv ├── globals.py ├── main.py ├── model.py ├── pretrained └── pollution_net.pt └── utils ├── utils.py └── visualisation.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/README.md -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/environment.yml -------------------------------------------------------------------------------- /imgs/dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/imgs/dataset.png -------------------------------------------------------------------------------- /imgs/forecast.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/imgs/forecast.png -------------------------------------------------------------------------------- /imgs/loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/imgs/loss.png -------------------------------------------------------------------------------- /src/data/pollution.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/data/pollution.csv -------------------------------------------------------------------------------- /src/globals.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/globals.py -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/main.py -------------------------------------------------------------------------------- /src/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/model.py -------------------------------------------------------------------------------- /src/pretrained/pollution_net.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/pretrained/pollution_net.pt -------------------------------------------------------------------------------- /src/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/utils/utils.py -------------------------------------------------------------------------------- /src/utils/visualisation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/senadkurtisi/Multivariate-Time-Series-Forecast/HEAD/src/utils/visualisation.py --------------------------------------------------------------------------------