Analyze Cryptocurrencies with Machine Learning on the Binance Exchange
Project description
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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