optionsworld
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OptionsWorld

Derivatives, quantified.

A research-grade options portal. Live chains, multi-leg strategy P&L, portfolio Greeks, and ML-driven volatility forecasts — GARCH for vol, LSTM for sequences, Monte Carlo for realistic probability of profit.

A note on ML

Honesty beats hype.

This portal uses ML where it actually adds signal: GARCH for volatility (mean-reverts, forecastable) and Monte Carlo with GARCH vol for probability of profit. LSTM is included for price sequences but reported alongside an ARIMA baseline — if LSTM doesn't beat it on held-out data, you'll see it. No "AI says buy" buttons.