Alfonso2345's repositories
CryptocurrencyPrediction_Trading
Use time series and machine learning to forecast cryptocurrency prices and dow-jones-index. Using the forecasts, devise a trading strategy.
aircrack-ng
WiFi security auditing tools suite
EA-iqoption
EA for automatic trade in iq options
IBMDataScience
IBM_DataScience
iq_option_BOT
NN to predict 1 minute Binary Options
iqoptionbot
IQ Option Trade system (Python 2.7)
machine-learning-asset-management
Machine Learning in Asset Management
memegen
The open source meme generator.
minimal-blockchain
đź”—Minimal blockchain implementation in Python
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!
ShinyWebApp
Cryptocurrencies vs. Stocks - An analysis in R
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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
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.