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Feedback or Critiques

Any feedback or critiques are welcome. I already know I need to make it easier to add your own data. I also need to make several parts of the process easier to manage. I'm not super in love with the construction of the NN architecture. I'm sure there's a better way. Just need to take a break from it before tackling those parts.