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数据清理
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zhangkun9038@dingtalk.com 2025-04-28 12:45:19 +08:00
parent 86e9a2ab61
commit 21e4c2f2ea
1 changed files with 5 additions and 5 deletions
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10
freqtrade/templates/FreqaiExampleStrategy.py
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@ -135,7 +135,7 @@ class FreqaiExampleStrategy(IStrategy):
# 数据清理
for col in ["&-buy_rsi", "%-volatility"]:
# 使用直接操作避免链式赋值
# 使用直接操作避免链式赋值
dataframe[col] = dataframe[col].replace([np.inf, -np.inf], 0)
dataframe[col] = dataframe[col].ffill() # 替代 fillna(method='ffill')
dataframe[col] = dataframe[col].fillna(0)
@ -241,8 +241,8 @@ class FreqaiExampleStrategy(IStrategy):
# 改进卖出信号条件
exit_long_conditions = [
(df["rsi"] > df["sell_rsi_pred"]), # RSI 高于卖出阈值
df["volume"] > df["volume"].rolling(window=10).mean(), # 成交量高于近期均值
df["close"] < df["bb_middleband"] # 价格低于布林带中轨
(df["volume"] > df["volume"].rolling(window=10).mean()), # 成交量高于近期均值
(df["close"] < df["bb_middleband"]) # 价格低于布林带中轨
]
if exit_long_conditions:
df.loc[
@ -254,8 +254,8 @@ class FreqaiExampleStrategy(IStrategy):
# 改进买入信号条件
enter_long_conditions = [
(df["rsi"] < df["buy_rsi_pred"]), # RSI 低于买入阈值
df["volume"] > df["volume"].rolling(window=10).mean(), # 成交量高于近期均值
df["close"] > df["bb_middleband"] # 价格高于布林带中轨
(df["volume"] > df["volume"].rolling(window=10).mean()), # 成交量高于近期均值
(df["close"] > df["bb_middleband"]) # 价格高于布林带中轨
]
if enter_long_conditions:
df.loc[