andymogul / DeepTradingLinks
DQN for single stock, pair trading in KOR
☆6Updated 6 years ago
Alternatives and similar repositories for DeepTrading
Users that are interested in DeepTrading are comparing it to the libraries listed below
Sorting:
- stock trading by Deep Q-Learning (Deep Q Network)☆13Updated 8 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆11Updated 2 years ago
- Stock Trading with Reinforcement Learning (DQN & DDPG)☆9Updated 4 years ago
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆15Updated 8 years ago
- Ensemble of ARIMA, prophet and LSTMS RNN☆35Updated 7 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- Gathers machine learning and deep learning models for Reinforcement Learning☆10Updated 6 years ago
- tabular q learning for trading☆12Updated 6 years ago
- A project that uses Reinforcement Learning (Q-Learning) to trade stock.☆10Updated 8 years ago
- Deep Q-Learning Auto Market Maker☆12Updated 3 years ago
- LSTM-based recurrent neural network which trains RNN on 30-day span of stock data, then accepts 30-day span to make prediction for the 31…☆9Updated 7 years ago
- Machine Learning examples adapted from Hastie, Tibshirani, and Friedman book☆9Updated 7 years ago
- trading by Deep Q-Network☆15Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Updated 6 years ago
- A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods☆31Updated 8 years ago
- ☆19Updated 4 years ago
- ☆18Updated 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
- an implementation of reinforcement learning problem, stock prices☆10Updated 8 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 4 years ago
- Applying Reinforcement learning models for stock price predictions☆25Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆22Updated 3 years ago
- Adaptation of Monte Carlo and SARSA algorithms (Reinforcement Learning) for learning the policy of sellers/ buyers in stock market☆12Updated 6 years ago
- Pythonic S&P 500 Index Prediction (Portfolio Project at DSR)☆26Updated 10 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Simple Trading strategy based on estimating trend reversal unsing genetic programming and directional changes☆11Updated 3 years ago
- LeonardoBerti00 / Data-Normalization-for-Bilinear-Structures-in-High-Frequency-Financial-Time-series-BiN-TABLPytorch implementation of BIN-TABL from Data Normalization for Bilinear Structures in HF Financial Time-series☆10Updated 9 months ago
- This repo is using imitating learning to optimize portfolio. The code was derived from https://github.com/vermouth1992/drl-portfolio-mana…☆11Updated 6 years ago