Building an Investment Portfolio for Day Trade with Python

Overview

Montando um Portfólio de Investimentos para Day Trade com Python

Instruções:

Para reproduzir o projeto no Google Colab, faça o download do repositório, crie uma pasta chamada pybr21 na raíz do seu Google Drive e faça o upload dos arquivos para esta pasta.

Após isso, abra o Google Colab e faça upload do Notebook pybr21.ipynb, executando as células uma de cada vez e sequencialmente.

O programa irá gerar um arquivo chamado arquivos/selected.txt, contendo as ações selecionadas para cada dia, o qual será utilizado pelo Algoritmo Genético para otimizar as proporçoes.

Após a otimização, o gráfico de desempenho das carteiras/portfólios estará disponívem em graficos/return.png, e as carteiras selecionadas para cada dia e para cada execução estarão no arquivo final.txt.

Neste repositório existem links para apresentação e slides ensinando como funciona o Aprendizado de Máquina utilizado para predição de preços de ações, caso tenha interesse em se aprofundar no assunto.

Owner
Paula Campigotto
Paula Campigotto
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