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ML for Cache Replacement

To reproduce the results, follow the steps below:

  1. Run get_lines.py to convert the list of addresses to block numbers
  2. Run dataset_generation.py to generate the dataset for Approach #1
  3. Train the model for Approach #1 by running model.py.
  4. Create a .env file with the following content:
OPENAI_API_KEY=<your_openai_api_key>
  1. Finally, run cache.py to compare all cache replacement algorithms.

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