laikasinjason / deep-q-learning-trading-system-on-hk-stocks-marketLinks
Deep q learning on determining buy/sell signal and placing orders
☆50Updated 6 years ago
Alternatives and similar repositories for deep-q-learning-trading-system-on-hk-stocks-market
Users that are interested in deep-q-learning-trading-system-on-hk-stocks-market are comparing it to the libraries listed below
Sorting:
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆69Updated 2 years ago
- Pairs Trading with Machine Learning on Distributed Python Platform☆122Updated 3 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- ☆73Updated 3 years ago
- Deep Reinforcement Learning For Trading☆107Updated last year
- Having effective intraday forecast for the level of trading volume is of vital importance to algorithmic trading and portfolio management…☆51Updated 5 years ago
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆69Updated last year
- Machine learning trading method using meta-labeling. You can see the details in 'Advances in Financial Machine Learning' by Lopez de Prad…☆15Updated 4 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 6 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆42Updated 2 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 6 years ago
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆61Updated 4 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 2 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆36Updated 5 years ago
- Code base for the meta-labeling papers published with the Journal of Financial Data Science☆92Updated 2 years ago
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆103Updated 6 years ago
- ☆30Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Updated 5 years ago
- Image Classification for Trading Strategies - Project for Machine Learning Class☆38Updated 4 years ago
- Quantopian Pairs Trading algorithm implementation.☆64Updated 8 years ago
- Backtest result archive for Momentum Trading Strategies☆64Updated 6 years ago
- Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.☆67Updated 5 months ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Advances in Financial Machine Learning by Marcos Lopez De Prado☆54Updated 6 years ago
- ☆25Updated 7 years ago
- Deep Neural Network Trading collection of Tensorflow Jupyter notebooks☆62Updated 2 years ago
- Build a statistical risk model using PCA. Optimize the portfolio using the risk model and factors using multiple optimization formulation…☆134Updated 6 years ago
- Deep Reinforcement Learning Framework for Factor Investing☆30Updated 2 years ago