kh-kim / stock_market_reinforcement_learningLinks
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
☆800Updated 9 years ago
Alternatives and similar repositories for stock_market_reinforcement_learning
Users that are interested in stock_market_reinforcement_learning are comparing it to the libraries listed below
Sorting:
- Environment for reinforcement-learning algorithmic trading models☆714Updated 7 years ago
- This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to…☆1,488Updated 7 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆567Updated 5 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆563Updated 9 months ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆790Updated 7 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,845Updated 4 years ago
- Reinforcement Learning for Portfolio Management☆476Updated 7 years ago
- ☆171Updated 8 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆1,030Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆352Updated last year
- Learning to trade under the reinforcement learning framework☆515Updated 9 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆652Updated 3 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆320Updated 8 years ago
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,397Updated 7 years ago
- Reinforcement Learning for finance☆189Updated 8 years ago
- Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.☆463Updated 9 years ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 8 years ago
- A custom OpenAI gym environment for simulating stock trades on historical price data.☆849Updated 4 years ago
- playing idealized trading games with deep reinforcement learning☆360Updated 4 years ago
- Stock price prediction with LSTMs in TensorFlow☆445Updated 9 years ago
- This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow☆762Updated 5 years ago
- Technical experimentations to beat the stock market using deep learning☆481Updated 8 years ago
- Online Portfolio Selection toolbox☆358Updated 10 years ago
- Deep Q-learning driven stock trader bot☆901Updated 2 years ago
- An environment to high-frequency trading agents under reinforcement learning☆288Updated 8 years ago
- TensorForce Bitcoin Trading Bot☆832Updated 6 years ago
- ☆326Updated 7 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆421Updated 3 years ago
- ☆230Updated 5 years ago
- Algorithmic trading with deep learning experiments☆1,455Updated 7 years ago