Trading / Quant · 2025
Polymarket Trading Bot
A 4-subsystem BTC 5-min Up/Down trader — LLM strategy search, LightGBM on 870k windows, live CLOB recorder.
Problém
Polymarket's BTC 5-minute Up/Down market moves too fast for manual trading, and any edge you think you have is worthless until it survives an honest backtest against real market data.
Čo sme postavili
A four-subsystem quant stack: an LLM-driven strategy-search lab that generates and mutates trading strategies; an ML lab training LightGBM models on 870k historical windows; a live CLOB order-book recorder capturing the market as it happens; and a replay engine that backtests strategies against over 6.3 million historical taker trades.
Výsledok
A research system where every strategy is stress-tested against recorded reality before a single dollar is risked — strategy search, machine learning and honest replay in one loop.
Spustiť projekt
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