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ndfilters\n\n[![tests](https://github.com/sun-data/ndfilters/actions/workflows/tests.yml/badge.svg)](https://github.com/sun-data/ndfilters/actions/workflows/tests.yml)\n[![codecov](https://codecov.io/gh/sun-data/ndfilters/graph/badge.svg?token=BFTOVSyFtf)](https://codecov.io/gh/sun-data/ndfilters)\n[![Black](https://github.com/sun-data/ndfilters/actions/workflows/black.yml/badge.svg)](https://github.com/sun-data/ndfilters/actions/workflows/black.yml)\n[![Ruff](https://github.com/sun-data/ndfilters/actions/workflows/ruff.yml/badge.svg)](https://github.com/sun-data/ndfilters/actions/workflows/ruff.yml)\n[![Documentation Status](https://readthedocs.org/projects/ndfilters/badge/?version=latest)](https://ndfilters.readthedocs.io/en/latest/?badge=latest)\n[![PyPI version](https://badge.fury.io/py/ndfilters.svg)](https://badge.fury.io/py/ndfilters)\n\nSimilar to the filters in `scipy.ndimage` but accelerated and parallelized using \n[Numba](https://numba.readthedocs.io/en/stable/).\n\n## Installation\n\n`ndfilters` is published on PyPI and can be installed using `pip`.\n\n```bash\npip install ndfilters\n```\n\n## Gallery\n\n### Mean filter\n\nThe [mean filter](https://ndfilters.readthedocs.io/en/latest/_autosummary/ndfilters.mean_filter.html#ndfilters.mean_filter)\ncalculates a multidimensional rolling mean for the given kernel shape.\n\n![mean filter](https://ndfilters.readthedocs.io/en/latest/_images/ndfilters.mean_filter_0_0.png)\n\n### Trimmed mean filter\n\nThe  [trimmed mean filter](https://ndfilters.readthedocs.io/en/latest/_autosummary/ndfilters.trimmed_mean_filter.html#ndfilters.trimmed_mean_filter)\nis like the mean filter except it ignores a given portion of the dataset before calculating the mean at each pixel.\n\n![trimmed mean filter](https://ndfilters.readthedocs.io/en/latest/_images/ndfilters.trimmed_mean_filter_0_0.png)\n\n### Variance filter\n\nThe [variance filter](https://ndfilters.readthedocs.io/en/latest/_autosummary/ndfilters.variance_filter.html#ndfilters.variance_filter)\ncalculates the rolling variance for the given kernel shape.\n\n![variance filter](https://ndfilters.readthedocs.io/en/latest/_images/ndfilters.variance_filter_0_0.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsun-data%2Fndfilters","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsun-data%2Fndfilters","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsun-data%2Fndfilters/lists"}