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 112 (0 this week)

Watchers 3 (0 this week)

Forks 29

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RepositoryStats indexes 584,353 repositories, of these The-FinAI/trials is ranked #269,096 (54th percentile) for total stargazers, and #422,423 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #49,460/116,326.

The-FinAI/trials is also tagged with popular topics, for these it's ranked: pytorch (#3,367/5948), finance (#310/570), deep-reinforcement-learning (#210/362), stock-market (#119/239), fintech (#74/127)

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

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

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

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updated: 2024-11-13 @ 04:02am, id: 622237580 / R_kgDOJRaXjA