cairo-mlp

We provide an implementation of the training of a simple MLP model in Cairo using Orion

For a review of MLP models, please refer to Chapter 6 of the Deep Learning Book

TODO

• model initialization (use a simple PRNG?)
• forward pass implementation in Cairo
• backpropagation implementation in Cairo
• linear layer gradient in Cairo
• Python dataset to Cairo dataset (Jupyter notebook)
• Deploy it as a smart contract (???)
  • Figure out gas limits per tx, per block
  • Figure out smart contract size limits
  • Pass in data via transaction
  • Deploy as L3 (???)