Deep Reinforcement Learning for Trading Cryptocurrencies
Generating Buy/Sell signals based on historical prices of an asset using a Deep Reinforcement Learning algorithm known as Duelling Deep Q Networks. Source
Deep Learning
Time Series Forecasting with Deep Learning and Attention Mechanism
An overview of the architecture and the implementation details of the most important Deep Learning algorithms for Time Series Forecasting Source
Combining Technical Indicators with Deep Learning for Stock Trading
This project is not a deep dive into connecting technical analysis and machine learning, but just a simple framework so that the reader can work upon it and implement their own features. Source
Algorithmic Trading with Economics Driven Deep Learning
Incorporating macro-economic theories in deep learning models Source
Identifying Candlestick Patterns using Deep Learning
Training a neural network on candlestick charts and then using it to identify patterns on it Source
Predicting Stock Trend Using Deep Learning
Predicting the upcoming trend of stock using Deep learning Model(Recurrent Neural Network) Source
Using Deep Learning AI to Predict the Stock Market
Forecasting Stock Prices with Neural Networks containing Multivariable Inputs from Technical Analysis Source
Predicting Stock Prices Using Deep Learning Models
When you get started with machine learning, you learn to use linear regression to predict numeric values and logistic regression to predict binary variables. You then learn several other popular methods: Nearest neighbors, support vector ...
S&P 500 Stock Price Prediction Using Machine Learning and Deep Learning
Time Series Forecasting methods including Simple Moving Average, Linear Regression, k-Nearest Neighbors, Auto ARIMA, Prophet, Long Short Term Memory Source
Using Deep Learning to Create a Stock Trading Bot
There are so many articles on predicting stock prices, but this article provides two things to the reader, that no other article talks about: The use of confidence intervals in stock trading to determine stop-loss ...