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My Play Ground for learning ML models

This is a collection of jupyter notebooks of ML models that I constructed during my self-learning process. They are not for production purposes even though they might with some modifications.

Requirements

Jupyter is required since thoses are notebooks. Other requirements may vary depending on each jupyter notebook. I tried to minimize the dependance on third party modules, however, basic packages are still required:

  • torch
  • torchvision
  • matplotlib
  • numpy

Some notebooks were run on CPU on my side, so modifications are needed if you would like to run on other devices.

Disclaimer

You are free to use those materials with responsibilities. Any contributions are welcomed!

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