cgarib / ML_Nanodegree_DeepQTraderLinks
Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.
☆15Updated 8 years ago
Alternatives and similar repositories for ML_Nanodegree_DeepQTrader
Users that are interested in ML_Nanodegree_DeepQTrader are comparing it to the libraries listed below
Sorting:
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Updated 8 years ago
- Gathers machine learning and deep learning models for Reinforcement Learning☆10Updated 6 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 9 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
- 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
- Reinforcement learning environment for trading☆15Updated 7 years ago
- Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction☆30Updated 8 years ago
- A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods☆30Updated 8 years ago
- tabular q learning for trading☆12Updated 6 years ago
- DQN for single stock, pair trading in KOR☆6Updated 6 years ago
- ☆19Updated 4 years ago
- A simply framework of researching stock data through LSTM by Tensorflow☆17Updated 6 years ago
- —Machine Learning; stock prediction; Deep Learning; styling; LSTM(Long Short Term Memory)☆9Updated 7 years ago
- Code for researching and backtesting pairs trading☆24Updated 15 years ago
- A project that uses Reinforcement Learning (Q-Learning) to trade stock.☆10Updated 8 years ago
- Using Q-learning to better navigate orderbooks.☆22Updated 7 years ago
- Machine Learning examples adapted from Hastie, Tibshirani, and Friedman book☆9Updated 7 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆11Updated 2 years ago
- Channel break out strategy for High Frequency Trading.☆14Updated 7 years ago
- Time-Series Momentum Strategies☆12Updated 6 years ago
- A practice project for machine learning and stop price prediction☆20Updated 7 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆15Updated 6 years ago
- Trading platform for high frequency data☆15Updated 10 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆15Updated 2 years ago
- A method to search for a subset of best performing items wrt black-box reward function☆12Updated 6 years ago