The ML Lab
Train. Backtest. Deploy. All in one platform.
Train ML models on Pyon data. Backtest. Plug into live agents.
Train ML Models
GBMs to deep nets. Zero infra setup.
Statistical Models
ARIMA, GARCH, cointegration, regime-switching.
Stochastic Models
Monte Carlo, mean-reversion, jump-diffusion.
Market Data Access
Curated equities, forex, crypto, derivatives.
Backtest Trained Models
Walk-forward, out-of-sample, regime-aware.
Plug Into Strategies
Signal, filter, or execution layer. No glue.
Feature Engineering
Pre-built indicators or custom transforms.
Guardrails & Validation
Overfitting, leakage, and significance checks.
See It In Action
Pick a ticker, timeframe, and lookback, then stack preset indicators or custom transforms and tune their weights with a live preview.
From Hypothesis to Live Alpha
Access Market Data
Clean, structured datasets across asset classes
Train Your Model
ML, statistical, or stochastic, your choice
Backtest & Validate
Walk-forward, regime-aware, with overfitting checks
Deploy to Strategy
Plug into your Pyon agent and go live
In development. Join for early access.
Get Early Access