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Rigorously triage a single Dependabot (or Renovate) dependency version-bump PR: pull the real changelog/release notes across the full old->new version range (not the PyPI summary blurb), always read the actual source diff between the two tags as well - a…
Quellsprache: Englisch
Write, register, and debug PyBroker indicators using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to write custom indicator functions with pybroker.indicator, vectorize indicator logic with NumPy and Numba @njit…
Quellsprache: Englisch
Register, train, wire, and debug machine learning models for PyBroker backtests using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to register a model with pybroker.model, write train_fn/predict_fn code for…
Quellsprache: Englisch
Build, wire, and debug multi-timeframe PyBroker strategies using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to trade a base timeframe with confirmation from coarser weekly or monthly bars, compress bars into…
Quellsprache: Englisch
Tune PyBroker strategy hyperparameters with Optuna-backed search using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to declare tunable values with pybroker.hyperparam, run Strategy.optimize with grid, TPE, or…
Quellsprache: Englisch
Build ranked-signal and rotational PyBroker strategies using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to rank symbols with ctx.long_score or ctx.short_score, cap positions with Strategy.set_max_long_positions…
Quellsprache: Englisch
Create, adapt, review, and debug PyBroker algorithmic trading strategy and backtest code using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to turn trading rules into PyBroker Strategy/ExecContext logic, add…
Quellsprache: Englisch
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