TTK28-Courseware

Courseware for TTK28 - Modeling with neural networks

Installation (to run locally)

1. Download and install the uv package manager (https://docs.astral.sh/uv/).
2. Create a new virtual environment by running: uv sync. This will create a new virtual environment in the folder .venv with the packages listed in pyproject.toml.
3. (Optional) Configure your IDE (Visual Studie Code, PyCharm, etc.) to use the new environment

To run the Jupyter notebook

1. First, download the dataset from Blackboard and copy it into the data folder. The file should be located at data/well_data.csv.
2. Run Jupyter notebook: uv run jupyter notebook. The notebooks are located in the src folder.

NOTE: you are not permitted to publish or share the dataset!