LiamConnell / deep-algotrading
A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading
☆235Updated 8 months ago
Alternatives and similar repositories for deep-algotrading:
Users that are interested in deep-algotrading are comparing it to the libraries listed below
- Trading environnement for RL agents, backtesting and training.☆166Updated 2 years ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 7 years ago
- Reinforcement Learning for Automated Trading☆85Updated 8 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆311Updated 7 years ago
- Backtesting toolbox for trading strategies - DEPRECATED☆114Updated 4 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated 2 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆215Updated 4 months ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆552Updated 4 years ago
- DEPRECATED Former Python version of Quantiacs toolbox and sample trading strategies. New toolbox available at: https://github.com/quantia…☆226Updated 3 years ago
- Quantitative Finance and Algorithmic Trading☆335Updated 9 years ago
- Applying Reinforcement Learning in Quantitative Trading☆346Updated last year
- Reinforcement Learning for Portfolio Management☆462Updated 6 years ago
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆258Updated 2 years ago
- An environment to high-frequency trading agents under reinforcement learning☆278Updated 7 years ago
- Library of algorithm scripts for Quantopian☆179Updated 6 years ago
- ☆193Updated 4 years ago
- PyTrendFollow - systematic futures trading using trend following☆387Updated 6 years ago
- Quantitative finance research tools in Python☆414Updated 2 years ago
- Just another AI project☆91Updated 7 years ago
- Master Thesis: Limit order placement with Reinforcement Learning☆176Updated 6 years ago
- Pipeline Extension for Live Trading☆207Updated last year
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆209Updated last year
- Basic options pricing in Python☆313Updated 10 years ago
- In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.☆249Updated 6 years ago
- Code that is (re)usable in in daily tasks involving development of quantitative trading strategies.☆319Updated 2 years ago
- Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock sel…☆601Updated last year
- Depricated repo. Please refer to mlfinlab☆113Updated 4 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆218Updated last year
- Stock analysis/prediction model using machine learning☆186Updated 7 years ago