The-FinAI / trials

Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.

Date Created 2023-04-01 (about a year ago)

Commits 8 (last one about a year ago)

Stargazers 114 (0 this week)

Watchers 3 (0 this week)

Forks 29

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these The-FinAI/trials is ranked #269,404 (55th percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #49,833/119,431.

The-FinAI/trials is also tagged with popular topics, for these it's ranked: pytorch (#3,374/6025), finance (#312/581), deep-reinforcement-learning (#211/368), stock-market (#119/242), fintech (#73/128)

Other Information

The-FinAI/trials has Github issues enabled, there are 2 open issues and 2 closed issues.

All Topics

finance fintech pytorch pair-trading stock-market chinese-stock drl-framework trading-tasks drl-algorithms algorithm-trading stable-baselines3 drl-trading-agents deep-reinforcement-learning federated-reinforcement-learning hierarchical-reinforcement-learning

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

8 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Python but there's also others...

Opengraph Image

updated: 2024-12-16 @ 02:03am, id: 622237580 / R_kgDOJRaXjA