feat: implement StateBuilder class for state vector construction - #45
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- Add StateBuilder class with configurable hourly/daily/weekly windows - Add build_state() returning numpy array shape (1, N) - Add _normalize_window() — divide by last price minus 1 - Add _pad_window() — pad if insufficient history - Add 35 tests for StateBuilder construction, state building, normalization, padding - All 446 tests pass, ruff clean, mypy clean
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Changes
StateBuilderclass with configurable hourly/daily/weekly windowsbuild_state()returning numpy array shape (1, N)_normalize_window()— divide by last price minus 1_pad_window()— pad if insufficient historyVerification