MartinLidy / LSTM-GA-StockTrader
A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods
☆30Updated 8 years ago
Alternatives and similar repositories for LSTM-GA-StockTrader
Users that are interested in LSTM-GA-StockTrader are comparing it to the libraries listed below
Sorting:
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆15Updated 8 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Updated 8 years ago
- Stock Prediction with XGBoost: A Technical Indicators' approach☆28Updated 6 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- 🏦 Collect quant trade strategy and deep learning trading implementation☆12Updated 7 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 8 years ago
- SVM for stock/index prediction☆13Updated 8 years ago
- A python backend to predict prices of candlesticks.☆23Updated 6 years ago
- In the high-frequency era of trading, orders of stocks can be executed under a millsecond. The information about the thousands of orders …☆10Updated 9 years ago
- Deep learning for price movement prediction using high frequency limit order data☆40Updated 6 years ago
- This is the final project of Statistical Arbitrage course and it aims to apply pairs trading in high frequency data to realize auto-tradi…☆18Updated 6 years ago
- # Bayesian-Regression-to-Predict-Bitcoin-Price-Variations Predicting the price variations of bitcoin, a virtual cryptographic currency. T…☆21Updated 7 years ago
- A project that uses Reinforcement Learning (Q-Learning) to trade stock.☆10Updated 8 years ago
- A simply framework of researching stock data through LSTM by Tensorflow☆17Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 6 years ago
- ☆49Updated 8 years ago
- A model for forecasting stock volatility☆22Updated 8 years ago
- This project implements machine learning algorithm to predict stock index futures price by matching recent futures price and volume with …☆15Updated 8 years ago
- Tools to calculate and plot support/resistance lines for OHLC datasets☆26Updated 6 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆24Updated 7 years ago
- machine learning trading system using random decision tree to train the technical indicators☆10Updated 8 years ago
- Machine learning trading method using meta-labeling. You can see the details in 'Advances in Financial Machine Learning' by Lopez de Prad…☆13Updated 3 years ago
- Modelling for price change forecast using High-frequency Trading limit order book dynamics using ML algorithms☆25Updated 7 years ago
- Marketmaker trading strategy☆28Updated 8 years ago
- Channel break out strategy for High Frequency Trading.☆14Updated 6 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- Using Q-learning to better navigate orderbooks.☆21Updated 7 years ago
- Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTM☆47Updated 8 years ago
- Proof of concept Cointegration-Based spread trading strategy applied to the Foreign Exchange market☆35Updated 9 years ago
- Machine-learning based high frequency trading algorithm for altcoin cryptocurrencies [moved to closed source]☆54Updated 7 years ago