Stock prediction project using Recurrent Neural Network and LSTM
☆44Nov 29, 2016Updated 9 years ago
Alternatives and similar repositories for stock-predict-by-RNN-LSTM
Users that are interested in stock-predict-by-RNN-LSTM are comparing it to the libraries listed below
Sorting:
- ☆116Apr 4, 2017Updated 8 years ago
- todo: desc☆11Aug 12, 2021Updated 4 years ago
- RNN LSTM Time Series☆44Oct 17, 2016Updated 9 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆24Sep 20, 2017Updated 8 years ago
- Deep Q-Learning Auto Market Maker☆12Jun 12, 2021Updated 4 years ago
- Uses Hierarchical Temporal Memory to predict the price of RLG based on historical data☆11Jun 2, 2015Updated 10 years ago
- This is a repository of DQN and its variants implementation in PyTorch based on the original papar.☆13Nov 18, 2019Updated 6 years ago
- Dueling DQN Pytorch☆14Dec 13, 2021Updated 4 years ago
- ☆56Jul 15, 2020Updated 5 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Feb 6, 2017Updated 9 years ago
- Quantitative Finance Approaches in Finance and the RL-based approaches for automated trading☆16Oct 12, 2021Updated 4 years ago
- Two Sigma Financial Modeling Challenge | Kaggle☆14Mar 16, 2018Updated 7 years ago
- https://arxiv.org/abs/2006.04992☆19Jun 17, 2021Updated 4 years ago
- Time Series Forecasting using Recurrent Neural Network - LSTM model using Keras Library for deep learning.☆17Aug 3, 2017Updated 8 years ago
- An S&P500 Stock Index Movement Predictor built with Machine Learning models☆39Sep 17, 2020Updated 5 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- Web projects using Tensorflow JS, Plotly, D3, Echarts, NumJS, and NumericJS☆19Sep 10, 2018Updated 7 years ago
- Google Stock Price Prediction Using RNN - LSTM☆15Oct 7, 2019Updated 6 years ago
- Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen…☆25Oct 27, 2017Updated 8 years ago
- Deep Recurrent Neural Networks (RNNs) for Time-Series Prediction☆21Oct 24, 2017Updated 8 years ago
- 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
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆23Jan 19, 2026Updated last month
- Applying Reinforcement learning models for stock price predictions☆25Nov 2, 2018Updated 7 years ago
- Template-DQN and DRRN agent implementations☆22Jun 12, 2023Updated 2 years ago
- Using N-step dueling DDQN with PER for playing Pacman game☆22Oct 27, 2019Updated 6 years ago
- 利用强化学习预测股价变化☆22May 25, 2017Updated 8 years ago
- How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube☆773Jun 23, 2022Updated 3 years ago
- Implemented a system that analyses previous stock data of various companies, processes Time-Series data and aims to forecast the trends o…☆81Nov 9, 2016Updated 9 years ago
- Stock predictions with RNN☆52Jan 24, 2018Updated 8 years ago
- Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)☆29Jun 14, 2017Updated 8 years ago
- Multi-agent Reinforcement Learning for Liquidation Strategy Analysis. ICML 2019 AI in Finance.☆30Aug 26, 2020Updated 5 years ago
- ☆27Feb 14, 2019Updated 7 years ago
- A concurrent and possibly highly parallel training environment for Reinforcement Learning Trading Bot☆23Dec 8, 2022Updated 3 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
- Models and programs developed as part of XTX Forecastin Challenge 2019☆28Jul 6, 2023Updated 2 years ago
- A trading bot that utilizes a Long Short Term Memory (LSTM) Neural Network and other analysis methods☆30Jul 12, 2016Updated 9 years ago
- A long term short term memory recurrent neural network to predict forex data time series☆312Jan 3, 2021Updated 5 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago