Metadata-Version: 2.4
Name: shift-nth-row-n-steps
Version: 0.3.0
Summary: Shift Nth row N steps in NumPy / PyTorch / TensorFlow / JAX
Author-email: 34j <34j.github@proton.me>
License: MIT
Project-URL: Bug Tracker, https://github.com/34j/shift-nth-row-n-steps/issues
Project-URL: Changelog, https://github.com/34j/shift-nth-row-n-steps/blob/main/CHANGELOG.md
Project-URL: documentation, https://shift-nth-row-n-steps.readthedocs.io
Project-URL: repository, https://github.com/34j/shift-nth-row-n-steps
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Software Development :: Libraries
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: array-api-compat>=1.11.2
Requires-Dist: cm-time>=0.1.2
Requires-Dist: rich>=10
Requires-Dist: typer>=0.15
Requires-Dist: types-array-api>=1.1.3
Requires-Dist: typing-extensions>=4.14.0
Dynamic: license-file

# Shift Nth Row N Steps

<p align="center">
  <a href="https://github.com/34j/shift-nth-row-n-steps/actions/workflows/ci.yml?query=branch%3Amain">
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    <img src="https://img.shields.io/codecov/c/github/34j/shift-nth-row-n-steps.svg?logo=codecov&logoColor=fff&style=flat-square" alt="Test coverage percentage">
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  <a href="https://pypi.org/project/shift-nth-row-n-steps/">
    <img src="https://img.shields.io/pypi/v/shift-nth-row-n-steps.svg?logo=python&logoColor=fff&style=flat-square" alt="PyPI Version">
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  <img src="https://img.shields.io/pypi/l/shift-nth-row-n-steps.svg?style=flat-square" alt="License">
</p>

---

**Documentation**: <a href="https://shift-nth-row-n-steps.readthedocs.io" target="_blank">https://shift-nth-row-n-steps.readthedocs.io </a>

**Source Code**: <a href="https://github.com/34j/shift-nth-row-n-steps" target="_blank">https://github.com/34j/shift-nth-row-n-steps </a>

---

Shift Nth row N steps in NumPy / PyTorch / TensorFlow / JAX

## Installation

Install this via pip (or your favourite package manager):

```shell
pip install shift-nth-row-n-steps
```

## Usage

```python
from shift_nth_row_n_steps import shift_nth_row_n_steps

a = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])
shifted = shift_nth_row_n_steps(a)
print(shifted)
```

```text
[[1 2 3]
 [0 4 5]
 [0 0 7]]
```

`shift_nth_row_n_steps` is [array API](https://data-apis.org/array-api/latest/) compatible, which means it works with NumPy, PyTorch, JAX, and other libraries that implement the array API standard.

## Benchmark

![Benchmark](https://raw.githubusercontent.com/34j/shift-nth-row-n-steps/main/benchmark.webp)

## Algorithm

![Algorithm](https://raw.githubusercontent.com/34j/shift-nth-row-n-steps/main/docs/algo.png)

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

<!-- prettier-ignore-start -->
<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
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This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!

## Credits

[![Copier](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/copier-org/copier/master/img/badge/badge-grayscale-inverted-border-orange.json)](https://github.com/copier-org/copier)

This package was created with
[Copier](https://copier.readthedocs.io/) and the
[browniebroke/pypackage-template](https://github.com/browniebroke/pypackage-template)
project template.
