open-thought/reasoning-gym
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It currently provides **more than 80** tasks over many domains, including but not limited to _algebra_, _arithmetic_, _computation_, _cognition_, _geometry_, _graph theory_, _logic_, and many common _games_.
Some tasks have a single correct answer, while others provide a standard function for algorithmic verification allows training on tasks such as [Rubik‘s Cube](https://en.wikipedia.org/wiki/Rubik%27s_Cube) and [Countdown](<https://en.wikipedia.org/wiki/Countdown_(game_show)#Numbers_Round>), which have many correct solutions.
Some tasks have a single correct answer, while others, such as [Rubik‘s Cube](https://en.wikipedia.org/wiki/Rubik%27s_Cube) and [Countdown](<https://en.wikipedia.org/wiki/Countdown_(game_show)#Numbers_Round>), have many correct solutions. To support this, we provide a standard interface for procedurally verifying solutions.
## 🖼️ Dataset Gallery
In [GALLERY.md](https://github.com/open-thought/reasoning-gym/blob/main/GALLERY.md) you find example outputs of all datasets available in `reasoning-gym`.
In [GALLERY.md](https://github.com/open-thought/reasoning-gym/blob/main/GALLERY.md), you can find example outputs of all datasets available in `reasoning-gym`.
## ⬇️ Installation
The `reasoning-gym` package requires Python >= 3.11.
Install the [latest published package from PyPI](https://pypi.org/project/reasoning-gym/) via `pip`:
Install the latest published [package from PyPI](https://pypi.org/project/reasoning-gym/) via `pip`:
```
pip install reasoning-gym
```
Please note that this project is currently under active development, and the version published on PyPI may be behind `main`.
_Note that this project is currently under active development, and the version published on PyPI may be a few days behind `main`._
### 🛠️ Development
## 🛠️ Development
For development setup, see [CONTRIBUTING.md](CONTRIBUTING.md#delevloper-setup).
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## 🔍 Evaluation
Evaluation of the performance of different reasoning models will be tracked [in the reasoning-gym-eval](https://github.com/open-thought/reasoning-gym-eval) repo.
Evaluation of the performance of different reasoning models will be tracked in the [reasoning-gym-eval](https://github.com/open-thought/reasoning-gym-eval) repo.
## 👷 Contributing