From e2cd8d64fd2c421567d9ebd3283a70a90762fe31 Mon Sep 17 00:00:00 2001 From: Gabriel Geronazzo <60116449+ImGabreuw@users.noreply.github.com> Date: Fri, 11 Aug 2023 08:16:14 -0300 Subject: [PATCH] Criado usando o Colaboratory --- riskfolio-lib/riskfolio_lib_plots.ipynb | 411 ++++++++++++++++++++++++ 1 file changed, 411 insertions(+) create mode 100644 riskfolio-lib/riskfolio_lib_plots.ipynb diff --git a/riskfolio-lib/riskfolio_lib_plots.ipynb b/riskfolio-lib/riskfolio_lib_plots.ipynb new file mode 100644 index 0000000..322f7c4 --- /dev/null +++ b/riskfolio-lib/riskfolio_lib_plots.ipynb @@ -0,0 +1,411 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [], + "authorship_tag": "ABX9TyPHs9KgmNJona/3h+651ykJ" + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": 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"source": [ + "!pip install riskfolio-lib\n", + "!pip install yfinance\n", + "!pip install mosek" + ] + }, + { + "cell_type": "code", + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import yfinance as yf\n", + "import riskfolio as rp\n", + "\n", + "# Date range\n", + "start = '2016-01-01'\n", + "end = '2019-12-30'\n", + "\n", + "# Tickers of assets\n", + "tickers = ['VALE3.SA', \"PETR4.SA\", \"BBAS3.SA\"]\n", + "tickers.sort()\n", + "\n", + "# Downloading the data\n", + "data = yf.download(tickers, start = start, end = end)\n", + "data = data.loc[:,('Adj Close', slice(None))]\n", + "data.columns = tickers\n", + "assets = data.pct_change().dropna()\n", + "\n", + "Y = assets\n", + "\n", + "# Creating the Portfolio Object\n", + "port = rp.Portfolio(returns=Y)\n", + "\n", + "# To display dataframes values in percentage format\n", + "pd.options.display.float_format = '{:.4%}'.format\n", + "\n", + "# Choose the risk measure\n", + "rm = 'MSV' # Semi Standard Deviation\n", + "\n", + "# Estimate inputs of the model (historical estimates)\n", + "method_mu='hist' # Method to estimate expected returns based on historical data.\n", + "method_cov='hist' # Method to estimate covariance matrix based on historical data.\n", + "\n", + "port.assets_stats(method_mu=method_mu, method_cov=method_cov, d=0.94)\n", + "\n", + "# Estimate the portfolio that maximizes the risk adjusted return ratio\n", + "w1 = port.optimization(model='Classic', rm=rm, obj='Sharpe', rf=0.0, l=0, hist=True)\n", + "\n", + "# Estimate points in the efficient frontier mean - semi standard deviation\n", + "ws = port.efficient_frontier(model='Classic', rm=rm, points=20, rf=0, hist=True)\n", + "\n", + "# Estimate the risk parity portfolio for semi standard deviation\n", + "w2 = port.rp_optimization(model='Classic', rm=rm, rf=0, b=None, hist=True)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "AXkX5PxyPP6u", + "outputId": "c11a8d3b-8413-48a2-cbae-ab200a405332" + }, + "execution_count": 4, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[*********************100%***********************] 3 of 3 completed\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Plot series" + ], + "metadata": { + "id": "W1L6k2-QQS78" + } + }, + { + "cell_type": "code", + "source": [ + "ax = rp.plot_series(returns=Y,\n", + " w=ws,\n", + " cmap='tab20',\n", + " height=6,\n", + " width=10,\n", + " ax=None)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 607 + }, + "id": "fswmfBhTP3C_", + "outputId": "256f0490-c901-4749-d554-107986845a7b" + }, + "execution_count": 7, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Gráfico de fronteira eficiente a partir de medida de risco especificado pelo usuário" + ], + "metadata": { + "id": "8GfCgRdeRG5v" + } + }, + { + "cell_type": "code", + "source": [ + "label = 'Max Risk Adjusted Return Portfolio'\n", + "mu = port.mu\n", + "cov = port.cov\n", + "returns = port.returns\n", + "\n", + "ax = rp.plot_frontier(w_frontier=ws,\n", + " mu=mu,\n", + " cov=cov,\n", + " returns=returns,\n", + " rm=rm,\n", + " rf=0,\n", + " alpha=0.05,\n", + " cmap='viridis',\n", + " w=w1,\n", + " label=label,\n", + " marker='*',\n", + " s=16,\n", + " c='r',\n", + " height=6,\n", + " width=10,\n", + " t_factor=252,\n", + " ax=None)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 607 + }, + "id": "PndiInJDQUmf", + "outputId": "ba39ae37-fb27-48c1-e25a-e5890047542f" + }, + "execution_count": 8, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Gráfico de pesos por ativo" + ], + "metadata": { + "id": "hmh1aWuORcpo" + } + }, + { + "cell_type": "code", + "source": [ + "ax = rp.plot_pie(w=w1,\n", + " title='Portfolio',\n", + " height=6,\n", + " width=10,\n", + " cmap=\"tab20\",\n", + " ax=None)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 607 + }, + "id": "2XgCJ2eORMgb", + "outputId": "67b0b013-2a2a-44a8-971d-f0d170af513e" + }, + "execution_count": 9, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Gráfico de fronteira eficiente" + ], + "metadata": { + "id": "82BPUuTnSPvE" + } + }, + { + "cell_type": "code", + "source": [ + "ax = rp.plot_frontier_area(w_frontier=ws,\n", + " cmap=\"tab20\",\n", + " height=6,\n", + " width=10,\n", + " ax=None)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 607 + }, + "id": "_Wo-Zo2lSN-Y", + "outputId": "9be452e7-f3b6-4866-8d45-ca29955335da" + }, + "execution_count": 11, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Contribuição de risco por ativo" + ], + "metadata": { + "id": "_DZcrCF-S6te" + } + }, + { + "cell_type": "code", + "source": [ + "ax = rp.plot_risk_con(w=w2,\n", + " cov=cov,\n", + " returns=returns,\n", + " rm=rm,\n", + " rf=0,\n", + " alpha=0.05,\n", + " color=\"tab:blue\",\n", + " height=6,\n", + " width=10,\n", + " t_factor=252,\n", + " ax=None)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 607 + }, + "id": "_Ke_zpDhSUGI", + "outputId": "2b25e639-b42c-49e9-fdcb-6339bf0aa5a6" + }, + "execution_count": 12, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "VW5ZiXChS9sy" + }, + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file