zabahana / Reinforcement-Learning-in-Finance
Financial Reinforcement Learning Projects using Python
☆13Updated 5 years ago
Alternatives and similar repositories for Reinforcement-Learning-in-Finance:
Users that are interested in Reinforcement-Learning-in-Finance are comparing it to the libraries listed below
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Reinforce Your Career: Machine Learning in Finance. Extend your expertise of algorithms and tools needed to predict financial markets.☆72Updated 2 years ago
- A DQN agent that optimally hedges an options portfolio.☆23Updated 5 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…☆56Updated 5 years ago
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆20Updated 5 years ago
- Reinforcement Learning in Finance☆15Updated 4 years ago
- Implementation of the DDPG algorithm for Optimal Finance Trading☆41Updated 5 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 5 years ago
- ☆71Updated 2 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆36Updated 5 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆27Updated 5 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- Deep Neural Networks for Options Pricing (Python)☆45Updated 6 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- Materials for blogs and conferences☆67Updated 3 years ago
- This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …☆79Updated 2 years ago
- The specialization provides the knowledge and practical skills necessary to develop a strong foundation on core paradigms of machine lear…☆15Updated 4 years ago
- Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis☆55Updated 5 years ago
- The code used for the free quants@dev Webinar series on Reinforcement Learning in Finance☆100Updated 2 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆34Updated 7 years ago
- ☆99Updated 2 years ago
- Pair Trading Strategy using Machine Learning written in Python☆114Updated 2 years ago
- Trading using Deep Q Learning☆37Updated 6 years ago
- Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering☆254Updated 4 years ago
- ☆36Updated 3 years ago
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆122Updated 5 years ago
- Deep Reinforcement Learning for Portfolio Optimization☆110Updated 4 years ago