# API Reference

This page provides a detailed API reference for the main classes and functions in `fast-select`.

## Feature Selection Algorithms

### ReliefF

```{eval-rst}
.. autoclass:: fast_select.ReliefF.ReliefF
   :members:
   :undoc-members:
   :show-inheritance:
```

### SURF

```{eval-rst}
.. autoclass:: fast_select.SURF.SURF
   :members:
   :undoc-members:
   :show-inheritance:
```

### MultiSURF

```{eval-rst}
.. autoclass:: fast_select.MultiSURF.MultiSURF
   :members:
   :undoc-members:
   :show-inheritance:
```

### TuRF

```{eval-rst}
.. autoclass:: fast_select.TuRF.TuRF
   :members:
   :undoc-members:
   :show-inheritance:
```

### Chi2

```{eval-rst}
.. autoclass:: fast_select.Chi2.chi2
   :members:
   :undoc-members:
   :show-inheritance:
```

### mRMR

```{eval-rst}
.. autoclass:: fast_select.mRMR.mRMR
   :members:
   :undoc-members:
   :show-inheritance:
```

### CFS

```{eval-rst}
.. autoclass:: fast_select.CFS.CFS
   :members:
   :undoc-members:
   :show-inheritance:
```

### MDR

```{eval-rst}
.. autoclass:: fast_select.MDR.MDR
   :members:
   :undoc-members:
   :show-inheritance:
```