LiamConnell / deep-algotradingLinks
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
☆238Updated last year
Alternatives and similar repositories for deep-algotrading
Users that are interested in deep-algotrading are comparing it to the libraries listed below
Sorting:
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆232Updated 2 years ago
- Companion code for the "Self Learning Quant" blog post☆258Updated 7 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆561Updated 4 years ago
- Mostly experiments based on "Advances in financial machine learning" book☆554Updated 4 years ago
- Reinforcement Learning for Portfolio Management☆471Updated 7 years ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 3 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆317Updated 8 years ago
- Applying Reinforcement Learning in Quantitative Trading☆349Updated last year
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆262Updated 2 years ago
- Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock sel…☆612Updated 2 years ago
- Quantitative Finance and Algorithmic Trading☆362Updated 9 years ago
- An open source library for portfolio optimisation☆360Updated last year
- DEPRECATED Former Python version of Quantiacs toolbox and sample trading strategies. New toolbox available at: https://github.com/quantia…☆225Updated 4 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆222Updated 2 years ago
- Use deep learning, genetic programming and other methods to predict stock and market movements☆427Updated 3 years ago
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- Quantitative finance research tools in Python☆427Updated 2 years ago
- Library of algorithm scripts for Quantopian☆180Updated 6 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆219Updated 9 months ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆214Updated last year
- Backtesting toolbox for trading strategies - DEPRECATED☆112Updated 4 years ago
- In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.☆260Updated 6 years ago
- Source code for the blog post on the evolution of the asset allocation methods☆214Updated 5 years ago
- Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV f…☆210Updated 4 months ago
- ☆194Updated 5 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆278Updated 3 years ago
- An Structural Application of Reinforcement Learning in Pair Trading☆9Updated last year
- Stock analysis/prediction model using machine learning☆188Updated 7 years ago
- Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.☆409Updated 5 years ago
- ☆114Updated last year