JoshuaWu1997 / PyTorch-DDPG-Stock-Trading
An implementation of DDPG using PyTorch for algorithmic trading on Chinese SH50 stock market.
☆30Updated 4 years ago
Alternatives and similar repositories for PyTorch-DDPG-Stock-Trading
Users that are interested in PyTorch-DDPG-Stock-Trading are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- 复现华泰证券《强化学习初探与DQN择时》研报中的DQN模型与效果☆34Updated 2 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆56Updated 2 years ago
- A genetic programming algorithm used for generating alpha factors in the multi-factor investment strategy☆62Updated 4 years ago
- 通过遗传算法、强化学习来自动选择高频因子☆23Updated 2 years ago
- Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency d…☆23Updated last year
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆42Updated 3 years ago
- Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.☆51Updated 2 years ago
- Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierar…☆126Updated last year
- Trend Prediction for High Frequency Trading☆40Updated 2 years ago
- LeonardoBerti00 / Data-Normalization-for-Bilinear-Structures-in-High-Frequency-Financial-Time-series-BiN-TABLPytorch implementation of BIN-TABL from Data Normalization for Bilinear Structures in HF Financial Time-series☆10Updated 9 months ago
- Cryptocurrency Trading with Reinforcement Learning based on Backtrader☆41Updated 4 months ago
- ☆95Updated last year
- 【Framework】A Multi Factor Strategy based on XGboost, its my homework project in Tsinghua, the Introduction to Quantitative Finance, 2019 …☆15Updated 2 years ago
- 多因子模型相关☆21Updated 3 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆67Updated last year
- A deep learning model for Financial Signal Representation and Trading☆73Updated 6 years ago
- 基于聚宽平台，探索分钟级的高频交易☆33Updated 4 years ago
- The Short-Term Predictability of Returns in Order Book Markets: A Deep Learning Perspective.☆45Updated last year
- Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…☆29Updated 5 years ago
- https://arxiv.org/abs/2006.04992☆19Updated 3 years ago
- Built a practical Multi-Factor Backtesting Framework from scratch based on Huatai Security's(One of China's largest sell side) financial …☆63Updated 2 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆15Updated 5 years ago
- This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…☆70Updated 5 years ago
- ☆34Updated 4 years ago
- Blaze☆14Updated 3 years ago
- High Frequency Jump Prediction Project☆36Updated 4 years ago
- ☆40Updated 2 years ago