yashbonde / Reinforcement-Learning-StocksLinks
Applying Reinforcement learning models for stock price predictions
☆25Updated 6 years ago
Alternatives and similar repositories for Reinforcement-Learning-Stocks
Users that are interested in Reinforcement-Learning-Stocks are comparing it to the libraries listed below
Sorting:
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆37Updated 6 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆27Updated 6 years ago
- —Machine Learning; stock prediction; Deep Learning; styling; LSTM(Long Short Term Memory)☆9Updated 7 years ago
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆21Updated 7 years ago
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆58Updated 6 years ago
- ☆18Updated 6 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆91Updated 3 years ago
- Implement the model of Halperin and Feldshteyn for DJIA and SP500☆10Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- A DQN agent that optimally hedges an options portfolio.☆24Updated 5 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- Attempts to learn reinforcement learning on the stock market☆23Updated 6 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆44Updated 5 years ago
- A deep learning model for Financial Signal Representation and Trading☆74Updated 6 years ago
- Deep RL for portfolio management☆13Updated 6 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- Stock Price Predictor☆31Updated 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
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆120Updated 3 years ago
- Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.☆17Updated 6 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago