This project is focus on stock prediction,our goal is implementing one trading framework using DRL with LSTM.
☆11Jun 1, 2018Updated 7 years ago
Alternatives and similar repositories for stock-prediction-using-DRL-with-LSTM
Users that are interested in stock-prediction-using-DRL-with-LSTM are comparing it to the libraries listed below
Sorting:
- Build DDPG models and test on stock market☆22Nov 19, 2018Updated 7 years ago
- ☆13Dec 29, 2018Updated 7 years ago
- This is a simple experiment designed to uncover which technical indicators are the most important.☆13Jan 11, 2019Updated 7 years ago
- ☆13Apr 28, 2019Updated 6 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Dec 8, 2022Updated 3 years ago
- Machine Learning for Asset Managers☆17Sep 28, 2020Updated 5 years ago
- ☆17Jan 27, 2022Updated 4 years ago
- Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.☆17Oct 17, 2018Updated 7 years ago
- A program to predict the stock market. ML Algorithms: Random Forest, Decision Trees ans also a CNN (TensorFlow) were implemented and thei…☆19Dec 30, 2018Updated 7 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- Deep Reinforcement Learning with Fined Grained Action Repetition☆22Jan 8, 2018Updated 8 years ago
- Machine Learning for Quantitative Finance☆25Jun 8, 2018Updated 7 years ago
- ☆26Jan 18, 2018Updated 8 years ago
- 本项目致力于多人合作实现强化学习用于交通信号灯控制领域,代码将同步更新☆12Mar 11, 2019Updated 7 years ago
- Financial Analysis and Algorithmic Trading Strategies in Python☆11Feb 16, 2023Updated 3 years ago
- Artificial intelligence machine learning crypto trading bot☆26Jun 30, 2020Updated 5 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆34Apr 25, 2019Updated 6 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
- ☆35Jan 1, 2025Updated last year
- Implementation of the model from "Faster sorting algorithms discovered using deep reinforcement learning" that discovered an all-new ult…☆11Aug 29, 2023Updated 2 years ago
- RL algorithm for stock trading with multiple reward functions☆11Apr 21, 2024Updated last year
- List of portfolio management resources, using Reinforcement Learning.☆41Oct 20, 2023Updated 2 years ago
- ☆10Jul 21, 2019Updated 6 years ago
- Open Source Tsetlin Machine framework☆17Oct 15, 2018Updated 7 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆38Jun 11, 2019Updated 6 years ago
- FinanceGPT-B☆10Mar 26, 2024Updated last year
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆16Aug 26, 2023Updated 2 years ago
- Gathers machine learning and deep learning models for Reinforcement Learning☆10Sep 8, 2018Updated 7 years ago
- ☆10Sep 21, 2020Updated 5 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 5 years ago
- High-quality reference implementations of various algorithms for Inverse Reinforcement Learning☆13Jun 20, 2018Updated 7 years ago
- Predicting the Short-term Direction of Futures Contracts through Machine Learning☆14Oct 15, 2024Updated last year
- ☆11Oct 6, 2020Updated 5 years ago
- Quotek is an open source algotrading platform, written in C++.☆11Nov 12, 2020Updated 5 years ago
- ☆11Mar 25, 2023Updated 2 years ago
- Reinforcement learning crypto trading bot☆10Oct 30, 2020Updated 5 years ago
- tensorflow implementation of Neural Oblivious Decision Ensembles☆10Jan 8, 2021Updated 5 years ago
- todo: desc☆11Aug 12, 2021Updated 4 years ago
- Roll model for trading strategy to C++ or FPGA via Matlab tool☆10Sep 11, 2014Updated 11 years ago