https://github.com/scrypt-inc/scrypt-ml

Machine learning applications for sCrypt.
https://github.com/scrypt-inc/scrypt-ml

Last synced: about 1 month ago
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Machine learning applications for sCrypt.

• Host: GitHub
• URL: https://github.com/scrypt-inc/scrypt-ml
• Owner: sCrypt-Inc
• Created: 2022-08-31T12:15:42.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-09-22T15:05:02.000Z (over 2 years ago)
• Last Synced: 2024-11-05T09:37:43.689Z (3 months ago)
• Language: Python
• Size: 998 KB
• Stars: 5
• Watchers: 0
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
Types of usecases:

1) Run model on-chain:

    * Encode the whole trained model in script.

    * Results can be used arbitrarily in smart contracts.

2) Prove knowledge of input data:

    * Model encoded in circuit for zk-SNARK.

    * Prove the knowledge of a certain input that for which the trained model produces a specific output.

    * Only proof verifier is on-chain.

3) Prove possesion of trained model / pay someone for model training:

    * Structure of model is defined in circuit.

    * Weights and biases of the trained model are passed into the circuit as a private input.

    * Only proof verifier is on-chain.