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deepsea

The general purpose of this repository is to research & implement AI algorithms.

Some sub-aims of this repository is;

  • implementing deep learning algorithms both with Tensorflow and PyTorch
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The class plan of the machine learning project

  1. Preprocess
  2. Score calculation
  3. Visualization
  4. Training
  5. ...

How to install
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How to use
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sources of inspiration:

  1. Alexey Grigorev - Machine Learning Bookcamp https://www.manning.com/books/machine-learning-bookcamp
  2. Aurélien Géron - Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/
  3. François Chollet - Deep Learning with Python https://www.manning.com/books/deep-learning-with-python-second-edition