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Quant_Code/4.交易指标/1.Ultimate_Smoother.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"https://mp.weixin.qq.com/s/myBYHS0EVJyy8JQ0i-ZA8g"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Ultimate Smoother终极指标平滑器"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"终极平滑器Ultimate Smoother是由交易系统和算法交易策略开发者John Ehlers设计的一种数学工具用于金融数据的平滑处理它使用高通滤波器从价格曲线中减去高频成分实现了其强大的平滑能力。终极平滑器旨在减少价格数据中的高频噪声同时保持对市场趋势的敏感性从而提供一个更加清晰和平滑的价格曲线表示。"
]
},
{
"attachments": {
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"终极平滑器的工作原理基于以下几个关键概念:\n",
"\n",
"高通滤波器Highpass Filter这是一种信号处理技术用于去除信号中的低频成分只允许高频成分通过。在金融分析中这意味着可以减少价格数据中的长期趋势和周期性波动从而突出短期的价格变动。\n",
"减法操作:终极平滑器通过从原始价格数据中减去其高通滤波后的版本来工作。这样,低频成分(如长期趋势)被去除,而高频成分(如短期波动)被保留。\n",
"指数移动平均EMA虽然终极平滑器本身不直接使用EMA但EMA是一种常见的平滑技术通过给予最近的数据更多的权重来计算平均值。终极平滑器的设计哲学与EMA相似但采用了不同的数学方法来实现平滑效果。\n",
"数学公式:终极平滑器使用特定的数学公式来计算平滑后的价格。这涉及到一些三角函数和指数函数的计算,以确定如何从原始数据中减去高频成分。\n",
"无滞后Lag-Free终极平滑器的一个关键特点是无滞后这意味着它在计算平滑价格时不需要未来的数据。这对于实时交易系统来说非常重要因为它们需要即时的反应。\n",
"自适应性:终极平滑器可以根据不同的市场条件调整其平滑参数,以实现最佳的平滑效果。"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"# import pandas_ta as ta\n",
"# import akshare as ak\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"def ultimate_smoother(price, period):\n",
" # 初始化变量\n",
" a1 = np.exp(-1.414 * np.pi / period)\n",
" b1 = 2 * a1 * np.cos(1.414 * 180 / period)\n",
" c2 = b1\n",
" c3 = -a1 * a1\n",
" c1 = (1 + c2 - c3) / 4\n",
" \n",
" # 准备输出结果的序列\n",
" us = np.zeros(len(price))\n",
" \n",
" # 计算 Ultimate Smoother\n",
" for i in range(len(price)):\n",
" if i < 4:\n",
" us[i] = price[i]\n",
" else:\n",
" us[i] = (1 - c1) * price[i] + (2 * c1 - c2) * price[i - 1] \\\n",
" - (c1 + c3) * price[i - 2] + c2 * us[i - 1] + c3 * us[i - 2]\n",
" \n",
" return us"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"df_new = pd.read_csv(r\"E:\\of_data\\主力连续\\tick生成的OF数据(5M)\\data_rs_merged\\中金所\\IM888\\IM888_rs_2023_5T_back_ofdata_dj.csv\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"df_new.iloc[-1]"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
"df_new[\"UltimateSmoother\"] = ultimate_smoother(df_new[\"close\"].values, 20)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df_new = df_new.iloc[-480:-240]\n",
"\n",
"plt.figure(figsize=(12, 6))\n",
"plt.plot(df_new.index, df_new['close'], label='Close')\n",
"plt.plot(df_new.index, df_new['UltimateSmoother'], label='Ultimate Smoother', linestyle='--')\n",
"plt.legend()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# 获取数据\n",
"df = ak.stock_zh_index_daily(symbol=\"sh000001\").iloc[-270:]\n",
"df = df.set_index(\"date\")\n",
"period = 20\n",
"\n",
"df[\"UltimateSmoother\"] = ultimate_smoother(df[\"close\"].values, period)\n",
"df[\"EMA\"] = df.ta.ema(length=period).values\n",
"df[\"SMA\"] = df.ta.sma(length=period).values\n",
"\n",
"\n",
"\n",
"df = df.iloc[-200:]\n",
"\n",
"plt.figure(figsize=(12, 6))\n",
"plt.plot(df.index, df['close'], label='Close')\n",
"plt.plot(df.index, df['EMA'], label='EMA', linestyle='--')\n",
"plt.plot(df.index, df['SMA'], label='SMA', linestyle='--')\n",
"plt.plot(df.index, df['UltimateSmoother'], label='Ultimate Smoother', linestyle='--')\n",
"plt.legend()\n",
"\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}