AustenZhu / Deep-Reinforcement-Learning-in-ZiplineLinks
Creating DRL infrastructure for Dynamic Beta with Zipline and Keras
☆15Updated 2 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-in-Zipline
Users that are interested in Deep-Reinforcement-Learning-in-Zipline are comparing it to the libraries listed below
Sorting:
- ☆16Updated 3 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Updated 6 years ago
- ☆19Updated 5 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 8 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 9 years ago
- A crypto currency live-trading backend for Huobi☆35Updated 7 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 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…☆57Updated 6 years ago
- ☆27Updated 7 years ago
- Building a High Frequency Trading Engine with Neural Networks☆12Updated 7 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 5 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- A deep learning model for Financial Signal Representation and Trading☆75Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆54Updated 7 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 6 years ago
- ☆18Updated 6 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 5 years ago
- Alpaca-based Order Book Inbalace Algorithm.☆12Updated 5 years ago
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆18Updated 5 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- CVXPY Portfolio Optimization Sample☆45Updated 8 years ago
- This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strat…☆25Updated 6 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆12Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 2 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- a unified environment for supervised learning and reinforcement learning in the context of quantitative trading☆45Updated 4 years ago