import numpy as np
import pandas as pd
from quantmind import Model

model = Model('v3.2')
model.load_data('binance_ethusdt')
model.set_parameters({
    'window': 20,
    'threshold': 0.02,
    'stop_loss': 0.01,
    'take_profit': 0.05
})

while True:
    signal = model.predict()
    if signal == 'buy':
        execute_order('buy', amount)
    elif signal == 'sell':
        execute_order('sell', amount)
    time.sleep(1)

# AI 量化交易系统
# 实时数据分析
# 智能风控引擎
# 低延迟执行
# 24/7 不间断运行