AstrolabeMarket TerminalBETA

MODEL CARDS

Model cards

The frozen models behind the terminal: what they are for, what they saw, how they were checked, and where they fail. Text from committed documents only.

Evidence labels used here: reported stated by the run owner; independently tested re-checked by a tool, with method, date and scope; source-inspected read from code or committed files.

HMM · XAUUSD

Gaussian HMM regime model, XAUUSD

A frozen Gaussian hidden Markov model labels each XAUUSD 5-minute bar with a latent regime and routes the regime-specific classifier.

  • FROZEN
  • SOURCE-INSPECTED
  • M5 COORDINATE

HMM · QQQM

Gaussian HMM regime model, QQQM

A frozen Gaussian hidden Markov model labels each QQQM 5-minute bar with a latent regime and routes the regime-specific classifier.

  • FROZEN
  • SOURCE-INSPECTED
  • M5 COORDINATE

XGB · REGIME

Regime-routed XGBoost family

One XGBoost classifier per admitted regime and instrument, chosen by the regime model; the global classifier is the fallback.

  • FROZEN
  • SOURCE-INSPECTED
  • DOWN / NEUTRAL / UP

XGB · GLOBAL

Global XGBoost fallback

One classifier for the whole original feature population of an instrument: the comparison baseline for regime routing and its fallback.

  • FROZEN
  • SOURCE-INSPECTED
  • BASELINE

How to read these cards

Each card says what a frozen model is for, what it saw, how it was checked and where it fails. The models never changed after freezing; the terminal reads them, it does not retrain them.

  • Not investment advice.

    No card is a recommendation, and no model output is a trading signal.

  • Exploratory research.

    Results are descriptive; no study-wide error rate is certified.

  • Data stays private.

    Broker prices, model files and predictions are not published on this site.