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sanguo_vnpy_v2/vnpy_v4.4.0/vnpy/alpha/model/template.py
T
claude_dev 3fbe6c9be5 feat: 纳入 VeighNa 4.4.0 上游源码作为版本参考
- 添加 vnpy_v4.4.0/ 目录到版本控制
- 删除嵌入的 .git 目录避免嵌套仓库
- 添加 README_SANGUO.md 说明来源和用途
- 更新 .gitignore 移除 vnpy_v4.4.0/ 忽略规则

上游代码信息:
- 项目: VeighNa 量化交易平台
- 版本: 4.4.0
- 来源: https://github.com/vnpy/vnpy

用途: 版本参考、代码学习、差异对比、离线开发

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 21:40:21 +08:00

31 lines
674 B
Python

from abc import ABCMeta, abstractmethod
from typing import Any
import numpy as np
from vnpy.alpha.dataset import AlphaDataset, Segment
class AlphaModel(metaclass=ABCMeta):
"""Template class for machine learning algorithms"""
@abstractmethod
def fit(self, dataset: AlphaDataset) -> None:
"""
Fit the model with dataset
"""
pass
@abstractmethod
def predict(self, dataset: AlphaDataset, segment: Segment) -> np.ndarray:
"""
Make predictions using the model
"""
pass
def detail(self) -> Any:
"""
Output detailed information about the model
"""
return