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Python Script and Notebooks for Wind Energy Assignment

Dataset

30 Years of European Wind Generation

Objective

To compare various machine learning models for predicting wind energy

Dataset Description

The csv contains hourly wind energy production data for 30 years

Steps to set it up

  1. Create a new virual environment python -m venv env

  2. Activate the virtual environment Windows: env\Scripts\activate Linux: source env/bin/activate

  3. Install required libaries pip install -r requirements.txt

  4. Open jupyter notebook jupyter notebook

  5. Open the svn_vs_rnn.ipynb file.

  6. Run all the cells in the given order

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  • Jupyter Notebook 97.4%
  • Python 2.6%