# Welcome to EvoX's documentation!

```{toctree}
:caption: 'Getting Started'
:maxdepth: 1
:hidden:

tutorial/index
guide/install/index
guide/developer/index
guide/experimental/index
```

```{toctree}
:caption: 'Additional Resources'
:maxdepth: 2
:hidden:

apidocs/index
Examples <examples/index>
Miscellaneous <miscellaneous/index>
```

[[English Version]](https://evox.readthedocs.io/en/latest/)   [[中文版本]](https://evox.readthedocs.io/zh-cn/latest/)

EvoX is a distributed GPU-accelerated framework for scalable evolutionary computation.

## Key Features

- 🚀 **Fast Performance**:
  - Experience **GPU-Accelerated** optimization, achieving speeds over 100x faster than traditional methods.
  - Leverage the power of Distributed Workflows for even more rapid optimization.

- 🌐 **Versatile Optimization Suite**:
  - Cater to all your needs with both [Single-objective and Multi-objective](#algorithms) optimization capabilities.
  - Dive into a comprehensive library of [Benchmark Problems](#problems), ensuring robust testing and evaluation.
  - Explore the frontier of AI with extensive tools for [Neuroevolution](#neuroevolution) tasks.

- 🛠️ **Designed for Simplicity**:
  - Embrace the elegance of **Functional Programming**, simplifying complex algorithmic compositions.
  - Benefit from **Hierarchical State Management**, ensuring modular and clean programming.

---

```{eval-rst}
.. grid:: 3
   :gutter: 1 2 3 5
   :padding: 1

   .. grid-item-card:: :octicon:`people;1.5em` Tutorials
      :padding: 3
      :margin: 0
      :link: tutorial/index
      :link-type: doc

   .. grid-item-card:: :octicon:`desktop-download;1.5em` Installation Guide
      :padding: 3
      :margin: 0
      :link: guide/install/index
      :link-type: doc

   .. grid-item-card:: :octicon:`mortar-board;1.5em` Developer Guide
      :padding: 3
      :margin: 0
      :link: guide/developer/index
      :link-type: doc

.. grid:: 3
   :gutter: 1 2 3 5
   :padding: 1

   .. grid-item-card:: :octicon:`list-unordered;1.5em` Algorithms
      :padding: 3
      :margin: 0
      :link: apidocs/evox/evox.algorithms
      :link-type: doc

   .. grid-item-card:: :octicon:`list-unordered;1.5em` Problems
      :padding: 3
      :margin: 0
      :link: apidocs/evox/evox.problems
      :link-type: doc


   .. grid-item-card:: :octicon:`list-unordered;1.5em` Metrics
      :padding: 3
      :margin: 0
      :link: apidocs/evox/evox.metrics
      :link-type: doc
```