A LSTM model using Risk Estimation loss function for stock trades in market
☆322Aug 4, 2020Updated 5 years ago
Alternatives and similar repositories for DeepTrade
Users that are interested in DeepTrade are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆229Aug 4, 2020Updated 5 years ago
- Using python and scikit-learn to make stock predictions☆1,933Jun 17, 2024Updated last year
- Stock analysis/prediction model using machine learning☆190Dec 12, 2017Updated 8 years ago
- make stock prediction model using Tensorflow, Python and web crawling☆10Jun 30, 2017Updated 8 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 Learning based Python Library for Stock Market Prediction and Modelling☆2,263Jan 17, 2021Updated 5 years ago
- 💲entiment Analysis of Tweets & predicting Stock 💹 prices based on user sentiments about # Amazon☆18Nov 15, 2017Updated 8 years ago
- ☆171Sep 27, 2017Updated 8 years ago
- Use deep learning, genetic programming and other methods to predict stock and market movements☆435Aug 28, 2021Updated 4 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆322May 18, 2017Updated 8 years ago
- An intelligent recommender system for stock analyzing, predicting and trading☆142Dec 30, 2021Updated 4 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆223Mar 24, 2023Updated 2 years ago
- This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to…☆1,491Jan 22, 2018Updated 8 years ago
- Trend Prediction for High Frequency Trading☆42Dec 8, 2022Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- playing idealized trading games with deep reinforcement learning☆360Jun 15, 2021Updated 4 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- machine learning trading system using random decision tree to train the technical indicators☆10Apr 11, 2017Updated 8 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆691Nov 6, 2024Updated last year
- Technical experimentations to beat the stock market using deep learning☆481Mar 4, 2017Updated 9 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Apr 12, 2019Updated 6 years ago
- Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.☆1,723Mar 1, 2024Updated 2 years ago
- This project explores the way to construct the multiple factor risk model to calculate the risk contribution of each factor and the total…☆74Feb 15, 2018Updated 8 years ago
- Learning to trade under the reinforcement learning framework☆517Oct 15, 2016Updated 9 years ago
- Forecasting directional movements of stock prices for intraday trading using LSTM and random forest☆531Jul 12, 2021Updated 4 years ago
- [Likelihood Lab Project 2024] Official Repository for The Technical Report, Label Unbalance in High-frequency Trading☆30Mar 20, 2025Updated last year
- Pytorch implementation of deep learning models for financial time series forecasting using LOB☆21May 25, 2023Updated 2 years ago
- This project is to monitor the arbitrage opportunity of stocks, options and futures every second based on Put-Call parity in Chinese stoc…☆19Oct 20, 2018Updated 7 years ago
- Pytorch implementation of DeepLOB-ATT and DeepLOB-Seq2Seq from Multi Horizon Forecasting for Limit Order Books☆14Feb 4, 2023Updated 3 years ago
- Use unsupervised and supervised learning to predict stocks☆1,909Jun 18, 2020Updated 5 years ago
- Use NLP to predict stock price movement associated with news☆875Jul 15, 2024Updated last year
- Implementation of seq2seq with attention in keras☆115Apr 8, 2020Updated 5 years ago
- Blaze☆17Jun 19, 2021Updated 4 years ago
- PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Managemen…☆1,852Oct 9, 2021Updated 4 years ago
- Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau☆1,982May 4, 2025Updated 10 months ago
- 多因子选股框架☆26Dec 9, 2020Updated 5 years ago
- ☆13Apr 28, 2019Updated 6 years ago
- stock trading by Deep Q-Learning (Deep Q Network)☆13Feb 6, 2017Updated 9 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆24Nov 21, 2022Updated 3 years ago