suraj-maniyar / Stock-Trading-Using-Machine-Learning
A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.
☆22Updated 6 years ago
Alternatives and similar repositories for Stock-Trading-Using-Machine-Learning:
Users that are interested in Stock-Trading-Using-Machine-Learning are comparing it to the libraries listed below
- Deep q learning on determining buy/sell signal and placing orders☆48Updated 5 years ago
- Stock Prediction with XGBoost: A Technical Indicators' approach☆28Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆34Updated 7 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- Stock and Forex market prediction using ML and time-series modelling☆37Updated 6 years ago
- This project deals with the use of machine learning to predict changes in stock values as well as we incorporating study on effect of dif…☆13Updated 7 years ago
- —Machine Learning; stock prediction; Deep Learning; styling; LSTM(Long Short Term Memory)☆9Updated 7 years ago
- Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to cho…☆69Updated 7 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Automated FOREX trading using recurrent reinforcement learning☆32Updated 2 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- finance☆43Updated 7 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 8 years ago
- Trading Stock with Deep Reinforcement Learning☆25Updated 6 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆15Updated 2 years ago
- Trend Prediction for High Frequency Trading☆39Updated 2 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆23Updated 7 years ago
- Unsupervised Learning to Market Behavior Forecasting Example☆41Updated 4 years ago
- Machine Learning Stock Trading Risk Analysis (Spring 2017)☆28Updated 7 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
- Stock Price prediction using news data. The datasets used consists news and stock price data from 2008 to 2016. The polarity(Subjectivity…☆48Updated 7 years ago
- A project that uses Reinforcement Learning (Q-Learning) to trade stock.☆10Updated 7 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- Deep learning for price movement prediction using high frequency limit order data☆39Updated 6 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- ☆18Updated 6 years ago
- ☆72Updated 2 years ago