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Analyze Cryptocurrencies with Machine Learning on the Binance Exchange

Project description

anaconda GitHub anaconda

DataCrypto Analytics

Quantitative Analysis Algorithms

Algoritmos Machine Learning para o mercado de Criptomoedas. Desenvolvido com rede neural e árvore de decisões que analisa as possiveís movimentações do mercado.

  • Observe que no site temos a página Resultados, está hospedado o Backtesting da nossa última versão, e em nosso canal no Youtube vídeos de instalação e configuração.

Quantitative Machine Learning Algorithms for the Cryptocurrencies market. Developed with neural network and decision tree that analyzes the possible movements of the market.

  • Note that on the website we have the Results page, the Backtesting of our latest version is hosted, and on our channel at Youtube installation and configuration videos.

Instalação/Installation

Download and install Anaconda Project

PyPi

~$ pip install crypto-analysis-cli-datacryptoanalytics==0.0.1


Ou/or

  • Download

~$ git clone https://github.com/datacryptoanalytics/crypto-analysis-cli.git

~$ cd crypto-analysis-cli

~$ cd algorithms


  • Abrir datacrypto-analytics_sentimento.py e alterar as seguintes linhas:
  • Open datacrypto-analytics_sentimento.py and change the following lines:

13 consumer_key = 'SUA API KEY TWITTER'

14 consumer_secret = 'SUA API SECRET KEY TWITTER'

15

16 access_token = 'SEU ACCESS TOKEN'

17 access_token_secret = 'SEU ACCESS TOKEN'


Instalar dependências necessárias/Install required dependencies

  • Instalar Requeriments.txt

~$ pip install -r requirements.txt

  • NumPy

~$ pip install numpy

  • Tweepy

~$ pip install tweepy

  • Textblob

~$ pip install textblob

  • PYTHON-BINANCE

~$ pip install python-binance


Iniciar algoritmo/Run algorithms

~$ python regressao-linear.py

~$ python num-trades-binance-spot.py

~$ python datacrypto-analytics_sentimento.py

Atenção: Este repositório não contém os algoritmos a venda em nosso site.


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