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alfonso2345's Projects

cryptocurrencyprediction_trading icon cryptocurrencyprediction_trading

Use time series and machine learning to forecast cryptocurrency prices and dow-jones-index. Using the forecasts, devise a trading strategy.

gekko icon gekko

A bitcoin trading bot written in node - https://gekko.wizb.it/

quant-finance-with-r icon quant-finance-with-r

This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

svm_analysis icon svm_analysis

Uses linear regression of S&P 1500 stocks to find highest betas. Manually analyzed top 30 stocks to find erroneous data on Yahoo Finance. Performed SVM analysis to predict what stocks would perform will in the next 2 months. Modeled these stocks using the efficient frontier to find optimal weights.

zenbot icon zenbot

Zenbot is a command-line cryptocurrency trading bot using Node.js and MongoDB.

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