deependersingla / deep_trader
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 read tape. The project is dedicated to hero in life great Jesse Livermore.
☆1,465Updated 7 years ago
Alternatives and similar repositories for deep_trader:
Users that are interested in deep_trader are comparing it to the libraries listed below
- This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.☆791Updated 8 years ago
- Environment for reinforcement-learning algorithmic trading models☆706Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆551Updated 4 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,756Updated 3 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆554Updated 4 years ago
- Scalable, event-driven, deep-learning-friendly backtesting library☆987Updated 3 years ago
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆756Updated 6 years ago
- Algorithmic trading with deep learning experiments☆1,434Updated 6 years ago
- 📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.☆1,371Updated 6 years ago
- Reinforcement Learning for Portfolio Management☆461Updated 6 years ago
- Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.☆1,630Updated 11 months ago
- Using deep actor-critic model to learn best strategies in pair trading☆311Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆346Updated 11 months ago
- Deep Q-learning driven stock trader bot☆865Updated last year
- ☆168Updated 7 years ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 7 years ago
- Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent☆873Updated 3 years ago
- This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube☆650Updated 2 years ago
- TensorForce Bitcoin Trading Bot☆823Updated 5 years ago
- Learning to trade under the reinforcement learning framework☆503Updated 8 years ago
- QuantStart Forex Backtesting and Live Trading☆793Updated 2 years ago
- Online Portfolio Selection toolbox☆342Updated 9 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆412Updated 2 years ago
- Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.☆464Updated 8 years ago
- Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier — compact, simple and fast☆808Updated 3 years ago
- Technical experimentations to beat the stock market using deep learning☆469Updated 7 years ago
- An environment to high-frequency trading agents under reinforcement learning☆277Updated 7 years ago
- Common financial risk and performance metrics. Used by zipline and pyfolio.☆1,328Updated 6 months ago
- This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow☆757Updated 4 years ago
- A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym☆1,752Updated 3 years ago