MartinLidy / LSTM-GA-StockTraderView external linksLinks
A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods
☆30Jul 12, 2016Updated 9 years ago
Alternatives and similar repositories for LSTM-GA-StockTrader
Users that are interested in LSTM-GA-StockTrader are comparing it to the libraries listed below
Sorting:
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆16Jul 29, 2016Updated 9 years ago
- Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning☆14Nov 5, 2019Updated 6 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Feb 6, 2017Updated 9 years ago
- In the high-frequency era of trading, orders of stocks can be executed under a millsecond. The information about the thousands of orders …☆10Mar 30, 2016Updated 9 years ago
- ☆11Oct 6, 2020Updated 5 years ago
- AlgoSE引擎C++开发包☆12Jul 5, 2018Updated 7 years ago
- Time-Series Momentum Strategies☆12Jul 20, 2018Updated 7 years ago
- A project that uses Reinforcement Learning (Q-Learning) to trade stock.☆10Apr 23, 2017Updated 8 years ago
- python☆27Jan 19, 2026Updated 3 weeks ago
- Uses Hierarchical Temporal Memory to predict the price of RLG based on historical data☆11Jun 2, 2015Updated 10 years ago
- 研究一下大数据支撑下的股票科学☆12Oct 12, 2015Updated 10 years ago
- An algorithmic stock-trading bot arena☆12Aug 20, 2015Updated 10 years ago
- A stock trading system that can sell and buy stocks through Tonghuashun platform, mostly for testing strategy in real time using simulati…☆12Feb 8, 2017Updated 9 years ago
- LSTM stock prediction and backtesting☆14Jan 11, 2020Updated 6 years ago
- This project implements machine learning algorithm to predict stock index futures price by matching recent futures price and volume with …☆16Dec 9, 2016Updated 9 years ago
- SVM for stock/index prediction☆14Dec 9, 2016Updated 9 years ago
- Financial time-series forecasting has long been a challenging problem because of the inherently noisy and stochastic nature of the market…☆16Aug 30, 2021Updated 4 years ago
- ☆24Feb 5, 2026Updated last week
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆17Sep 8, 2022Updated 3 years ago
- RNN LSTM Time Series☆44Oct 17, 2016Updated 9 years ago
- a time series db for stock.☆23Jun 28, 2024Updated last year
- Machine learning approach to high frequency trading, MLP & RNN used☆22Jun 22, 2016Updated 9 years ago
- Using recurrent neural networks with LSTM cells to predict stock prices. Takes into account twitter trends.☆17May 22, 2018Updated 7 years ago
- This project is essentially the implementation of the paper “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time …☆22Sep 22, 2020Updated 5 years ago
- Python notebook implementation of hyperparameter tuning of LSTM deep learning model using Genetic algorithm☆22Aug 18, 2021Updated 4 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆23Dec 12, 2021Updated 4 years ago
- 本项目对美股股票的涨跌进行了研究,从问题出发并提出猜想,然后定义了机器学习的实验任务。通过多次实验得到实验数据,最终证明了所提出的猜想:中国股市确实和美国股市存在着一定的联系,并且通过这些隐含的联系可以预测某些美国股票的涨跌。☆45Jun 20, 2016Updated 9 years ago
- Reproduction of code described in the paper "Stock Market Prediction Based on Generative Adversarial Network" by Kang Zhang et al.☆28Jun 12, 2020Updated 5 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆27Aug 29, 2020Updated 5 years ago
- Stock predictions with RNN☆52Jan 24, 2018Updated 8 years ago
- Experiment with document similarity via Matt Kusner's MWD paper☆24Jun 14, 2016Updated 9 years ago
- This repository relates to the paper "Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Oppor…☆22Jul 19, 2021Updated 4 years ago
- Algorithmic Trading Challenge implemented as part of the term project for Foundations of Machine Learning at NYU Courant in Fall 2016 (ht…☆27Oct 9, 2021Updated 4 years ago
- Multi-agent Reinforcement Learning for Liquidation Strategy Analysis. ICML 2019 AI in Finance.☆30Aug 26, 2020Updated 5 years ago
- Analyze stock data by python science tools and machine learning.☆50Jul 8, 2018Updated 7 years ago
- 阿里_公交线路客流预测☆24Nov 30, 2015Updated 10 years ago
- Machine Learning Stock Trading Risk Analysis (Spring 2017)☆28Jun 1, 2017Updated 8 years ago
- copper price(time series) prediction using bpnn and lstm☆107Sep 26, 2018Updated 7 years ago
- This project is to simulate the effects of high frequency trading on a stock. This is the code for the order book as well as 'traders' wh…☆27May 30, 2013Updated 12 years ago