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xrtm-train v0.3.2

License

The Optimization Layer for XRTM.

xrtm-train provides backtesting, trace replay, and training sample construction for forecast evaluation.

Installation

pip install xrtm-train

Components

Backtester

Run an Agent against (question, resolution) pairs and compute Brier scores.

from xrtm.train import Backtester

BacktestRunner

Run a full Orchestrator workflow graph against a dataset with ECE and slice analytics.

from xrtm.train import BacktestRunner

TraceReplayer

Save and replay execution traces for reproducible evaluation.

from xrtm.train import TraceReplayer

TrainingSampleBuilder

Build training samples using Teacher Forcing (current prior = previous ground truth).

from xrtm.train.kit.builders import TrainingSampleBuilder

Dependencies

  • pydantic
  • xrtm-data
  • xrtm-eval
  • xrtm-forecast

License

Apache 2.0

Metadata

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