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general_observations.md

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  1. Run the net over the notes first.
  2. There is more error as we go further, should we implement something for this? Perhaps this will guide to a better idea: https://machinelearningmastery.com/what-is-imbalanced-classification/
  3. Make tests with the optimizator to how iw behaves respect the number of steps that it makes.
  4. Read why to use the Adamoptimizer: https://machinelearningmastery.com/ adam-optimization-algorithm-for-deep-learning/
  5. Use a mapping from the distributions withouth giving the songs the same weight.
  6. Sum something additional to the cost function.
  7. Change interval_len, batch len variables to have a dependency with the number of notes that can be reolved or at least give better names.
  8. See the meaning of the conservativity.
  9. Review mask in training.