Advanced-Deep-Trading

Deep trading experiments

An exploration of applying deep learning techniques to financial time series data

Mostly experiments based on "Advances in financial machine learning" book

GitHub

543 stars
43 watching
215 forks
Language: Jupyter Notebook
last commit: almost 4 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
rachnog/deep-trading A platform for experimenting with deep learning techniques in algorithmic trading to develop predictive models and trading strategies. 1,431
liamconnell/deep-algotrading A project demonstrating the application of deep learning techniques to financial data and algorithmic trading 234
sachink2010/automatedstocktrading-deepq-learning A project implementing a reinforcement learning-based automated trading system to optimize stock portfolio management. 263
ha2emnomer/deep-trading This is an implementation of a trading algorithm using RNNs to predict stock return prices based on S&P 500 index movements. 32
albert-z-guo/deep-reinforcement-stock-trading An open-source framework for training deep reinforcement learning models to optimize stock portfolio management 597
miroblog/deep_rl_trader A reinforcement learning-based trading system that uses Deep Q-Networks to make optimal trading decisions based on historical stock prices. 411
deependersingla/deep_trader An agent learns to trade stocks using reinforcement learning 1,458
matlab-deep-learning/reinforcement_learning_financial_trading This project demonstrates a reinforcement learning approach to developing a financial trading model in MATLAB. 154
mzaradzki/neuralnets An experiment with various deep learning libraries and frameworks on images and time series data 162
letianzj/quantresearch A collection of notebooks and blogs on quantitative finance and trading strategies, including machine learning, deep reinforcement learning, and backtesting. 2,113
keon/deepstock An experimental project exploring the use of deep learning to analyze and predict stock market trends. 470
kismuz/btgym A framework for running reinforcement learning experiments in real-world algorithmic trading environments 988
algotraders/stock-analysis-engine Automates backtesting of investment algorithms with live pricing data from IEX Cloud, Tradier, and FinViz for training AI models. 1,042
samre12/deep-trading-agent A Deep Reinforcement Learning framework for trading Bitcoin 751
pskrunner14/trading-bot An implementation of a stock trading bot using Deep Q-Learning to predict and make trades based on historical market data. 983