### Install array-api-compat using pip

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Install the library using pip for use in your Python environment.

```bash
python -m pip install array-api-compat
```

--------------------------------

### Install array-api-compat using conda

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Install the library using conda-forge for use in your conda environment.

```bash
conda install --channel conda-forge array-api-compat
```

--------------------------------

### Get Array API namespace

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Obtain the array API compliant namespace for input arrays to use with array library functions.

```python
import array_api_compat

def your_function(x, y):
    xp = array_api_compat.array_namespace(x, y)
    # Now use xp as the array library namespace
    return xp.mean(x, axis=0) + 2*xp.std(y, axis=0)
```

--------------------------------

### Vendor array-api-compat library

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Copy the library into your project for vendoring, allowing for custom naming.

```bash
cp -R array_api_compat/ mylib/vendored/array_api_compat
```

--------------------------------

### Create Release Tag

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/releasing.md

Create an annotated Git tag for the release. Tag names are not prefixed with version numbers.

```shell
git tag -a <version>
```

--------------------------------

### Test CuPy

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/releasing.md

Run the CuPy test script on a machine with a CUDA GPU. This is a manual step as it is not covered by CI.

```shell
./test_cupy.sh
```

--------------------------------

### Import PyTorch compatible namespace

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Import the PyTorch-compatible namespace from the array-api-compat library.

```python
import array_api_compat.torch as torch
```

--------------------------------

### Import CuPy compatible namespace

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Import the CuPy-compatible namespace from the array-api-compat library.

```python
import array_api_compat.cupy as cp
```

--------------------------------

### Import Dask compatible namespace

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Import the Dask-compatible namespace from the array-api-compat library.

```python
import array_api_compat.dask as da
```

--------------------------------

### Import NumPy compatible namespace

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/index.md

Import the NumPy-compatible namespace from the array-api-compat library.

```python
import array_api_compat.numpy as np
```

--------------------------------

### Referencing Other Wrapped Functions

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/implementation-notes.md

Demonstrates how to call another wrapped function by first obtaining the array namespace using `array_namespace`.

```python
wrapped_xp = array_namespace(x)
wrapped_xp.wrapped_func(...)
```

--------------------------------

### Push Release Tag

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/releasing.md

Push the created tag to GitHub. This action automatically triggers the build and publish process for the release.

```shell
git push origin <version>
```

--------------------------------

### Common Wrapper Implementation

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/implementation-notes.md

Defines a shared wrapper function in the common module that accepts an array namespace (`xp`) as an argument.

```python
# In array_api_compat/common/_aliases.py

def acos(x, /, xp):
    return xp.arccos(x)
```

--------------------------------

### CuPy Specific Wrapper with Decorator

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/implementation-notes.md

Applies the `@get_xp` decorator to a common wrapper function to automatically inject the CuPy namespace.

```python
# In array_api_compat/cupy/_aliases.py

from ..common import _aliases

import cupy as cp

acos = get_xp(cp)(_aliases.acos)
```

--------------------------------

### NumPy Specific Wrapper with Decorator

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/implementation-notes.md

Applies the `@get_xp` decorator to a common wrapper function to automatically inject the NumPy namespace.

```python
# In array_api_compat/numpy/_aliases.py

from ..common import _aliases

import numpy as np

acos = get_xp(np)(_aliases.acos)
```

--------------------------------

### Merge Release Branch into Main

Source: https://github.com/data-apis/array-api-compat/blob/main/docs/dev/releasing.md

Ensure the release branch is fully synchronized with the main branch before proceeding.

```shell
git checkout main
git pull
git checkout release
git merge main
```

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