/Climate-Toronto-ML

Project to forecast Toronto's climate

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Climate-Toronto-ML

Project to forecast Toronto's climate Working in progress

Install with setup.py

- Create a new environment: conda create -n toronto_climate python=3.11
- Activate the environment: conda activate toronto_climate
- Install the packages: pip install -r requirements.txt
- Install PyTorch: pip install torch --index-url https://download.pytorch.org/whl/cu121 (Read more: https://pytorch.org/get-started/locally/)
- Install Keras 3.0.0: pip install keras==3.0.0

Data Source

TODO

  • Notebooks - Data ingestion and merging
  • Notebooks - Data viz, preprocessing, statistics, feature engineering, model selection, etc
  • Convert to a package
  • Add tests
  • Update docs