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probablity

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A machine-learning pipeline that fuses real-time signals from military aviation, civic anomalies, geopolitical news sentiment, and global financial markets to output a continuously updated probability of imminent military conflict.

  • Updated Feb 23, 2026
  • Python

This repo contains my implementation of SpeedRunEthereum Challenge 07 - Prediction Market. The project builds a decentralized prediction market using a dual-token model, Probability-based linear pricing, oracle resolution, liquidity provisioning, and winner-takes-all payouts - implemented with Solidity, Hardhat, and Scaffold-ETH 2.

  • Updated Dec 15, 2025
  • TypeScript

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