褚宏光
bf6baa5483
- Add scripts/scoring/ module with normalizer, sensitivity analysis, and config - Enhance stock_viewer.html with standardized scoring display - Add integration tests and normalization verification scripts - Add documentation for standardization implementation and usage guides - Add data distribution analysis reports for strength scoring dimensions - Update discussion documents with algorithm optimization plans
69 lines
1.5 KiB
Python
69 lines
1.5 KiB
Python
"""
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强度分标准化与配置模块
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本模块提供：
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1. 分层标准化处理 (normalizer)
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2. 配置管理 (config)
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3. 敏感性分析 (sensitivity)
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"""
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from .normalizer import (
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normalize_zero_inflated,
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normalize_point_mass,
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normalize_standard,
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normalize_low_variance,
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normalize_all,
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calculate_strength_equal_weight,
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)
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# config 模块会在 P2 实现后导入
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try:
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from .config import (
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StrengthConfig,
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CONFIG_EQUAL,
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CONFIG_AGGRESSIVE,
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CONFIG_CONSERVATIVE,
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CONFIG_VOLUME_FOCUS,
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# 单维度测试模式
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CONFIG_TEST_PRICE,
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CONFIG_TEST_CONVERGENCE,
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CONFIG_TEST_VOLUME,
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CONFIG_TEST_GEOMETRY,
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CONFIG_TEST_ACTIVITY,
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CONFIG_TEST_TILT,
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filter_signals,
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calculate_strength,
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filter_top_n,
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)
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_has_config = True
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except ImportError:
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_has_config = False
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__all__ = [
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'normalize_zero_inflated',
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'normalize_point_mass',
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'normalize_standard',
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'normalize_low_variance',
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'normalize_all',
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'calculate_strength_equal_weight',
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]
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if _has_config:
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__all__.extend([
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'StrengthConfig',
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'CONFIG_EQUAL',
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'CONFIG_AGGRESSIVE',
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'CONFIG_CONSERVATIVE',
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'CONFIG_VOLUME_FOCUS',
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# 单维度测试模式
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'CONFIG_TEST_PRICE',
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'CONFIG_TEST_CONVERGENCE',
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'CONFIG_TEST_VOLUME',
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'CONFIG_TEST_GEOMETRY',
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'CONFIG_TEST_ACTIVITY',
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'CONFIG_TEST_TILT',
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'filter_signals',
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'calculate_strength',
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'filter_top_n',
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])
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