microsoft/0xDeCA10B
Sharing Updatable Models (SUM) on Blockchain
Implements a three-component validation pipeline—IncentiveMechanism (stake/reward enforcement), DataHandler (on-chain storage), and ML model training—enabling decentralized collaborative model improvement on Ethereum. Supports simple models (Perceptron, Naive Bayes) with pluggable incentive mechanisms and provides both Solidity smart contracts for live deployment and Python simulation tools for prototyping economic and algorithmic behavior.
605 stars. No commits in the last 6 months.
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605
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155
Language
Python
License
MIT
Category
Last pushed
Apr 30, 2025
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