gsoc-open-quartz

Google Summer of Code 2024: Implementing Temporal Fusion Transformer Model for Forecasting of Open Source Quartz Solar Forecast Data

The project idea and implementation are explained here: Gsoc Open Quartz Gist

Project Organization

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├── python_code        <- Contains all Python Jupyter notebooks for dataset preparation, data processing, training, and inference of the model.
├── result_data        <- Contains all dataset files used for data analysis, training, and testing of the model.
├── requirements       <- Contains all requirement files needed to run this project.
├── README.md          <- The README for developers using this project.

Setting up the project

Clone the project

https://github.com/openclimatefix/gsoc-open-quartz.git

Use requirements.txt to install the dependencies.

pip install -r requirements.txt

Run the tft_forecast_model.ipynb to train the model.