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9 changes: 6 additions & 3 deletions README.md
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<img src="logo.png" width="100">
# Pynkowski

A Python package to compute Minkowski Functionals and other higher order statistics of input fields, as well as their expected values for different kinds of fields.
Expand All @@ -10,17 +11,17 @@ The statistics currently supported by this package are:
The formats currently supported for **input data** are the following:

- Scalar HEALPix maps, as the ones used by [healpy](https://healpy.readthedocs.io/), such as $T, \kappa, P^2$ (see [paper 1](https://arxiv.org/abs/2211.07562)).
- Polarisation HEALPix maps in the $SO(3)$ formalism (coming soon, see [paper 2](https://arxiv.org/abs/2301.13191)).
- Polarisation HEALPix maps in the $SO(3)$ formalism (see [paper 2](https://arxiv.org/abs/2301.13191)).
- 2D and 3D numpy arrays (coming soon).

The theoretical expectation of some statistics is currently supported for the following **theoretical fields**:

- Gaussian fields (such as CMB $T$ or the initial density field, see [paper 1](https://arxiv.org/abs/2211.07562)).
- $\chi^2$ fields (such as CMB $P^2$, see [paper 1](https://arxiv.org/abs/2211.07562)).
- Spin 2 maps in the $SO(3)$ formalism (coming soon, see [paper 2](https://arxiv.org/abs/2301.13191)).
- Spin 2 maps in the $SO(3)$ formalism (see [paper 2](https://arxiv.org/abs/2301.13191)).

We are actively working on the implementation of more statistics, data formats, and theoretical fields. If you want to contribute, we welcome and appreciate pull requests.
If you have any comments or suggestions, please feel free to contact us by email ([1](mailto:javier.carron@roma2.infn.it) and [2](mailto:[email protected] )) or by opening a discussion thread or issue.
If you have any comments or suggestions, please feel free to contact us by email ([1](mailto:javier.carron@csic.es) and [2](mailto:[email protected] )) or by opening a discussion thread or issue.

The repository can be found on [https://github.com/javicarron/pynkowski](https://github.com/javicarron/pynkowski).

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- [`data`](https://javicarron.github.io/pynkowski/pynkowski/data.html)
- [`base_da`](https://javicarron.github.io/pynkowski/pynkowski/data/base_da.html)
- [`array`](https://javicarron.github.io/pynkowski/pynkowski/data/array.html)
- [`healpix`](https://javicarron.github.io/pynkowski/pynkowski/data/healpix.html)
- [`utils_da`](https://javicarron.github.io/pynkowski/pynkowski/data/utils_da.html)

- [`theory`](https://javicarron.github.io/pynkowski/pynkowski/theory.html)
- [`base_th`](https://javicarron.github.io/pynkowski/pynkowski/theory/base_th.html)
- [`gaussian`](https://javicarron.github.io/pynkowski/pynkowski/theory/gaussian.html)
- [`spingaussian`](https://javicarron.github.io/pynkowski/pynkowski/theory/spingaussian.html)
- [`chi2`](https://javicarron.github.io/pynkowski/pynkowski/theory/chi2.html)
- [`utils_th`](https://javicarron.github.io/pynkowski/pynkowski/theory/utils_th.html)

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9 changes: 5 additions & 4 deletions pynkowski/__init__.py
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Expand Up @@ -10,17 +10,17 @@
The formats currently supported for **input data** are the following:
- Scalar HEALPix maps, as the ones used by [healpy](https://healpy.readthedocs.io/), such as $T, \kappa, P^2$ (see [paper 1](https://arxiv.org/abs/2211.07562)).
- Polarisation HEALPix maps in the $SO(3)$ formalism (coming soon, see [paper 2](https://arxiv.org/abs/2301.13191)).
- Polarisation HEALPix maps in the $SO(3)$ formalism (see [paper 2](https://arxiv.org/abs/2301.13191)).
- 2D and 3D numpy arrays (coming soon).
The theoretical expectation of some statistics is currently supported for the following **theoretical fields**:
- Gaussian fields (such as CMB $T$ or the initial density field, see [paper 1](https://arxiv.org/abs/2211.07562)).
- $\chi^2$ fields (such as CMB $P^2$, see [paper 1](https://arxiv.org/abs/2211.07562)).
- Spin 2 maps in the $SO(3)$ formalism (coming soon, see [paper 2](https://arxiv.org/abs/2301.13191)).
- Spin 2 maps in the $SO(3)$ formalism (see [paper 2](https://arxiv.org/abs/2301.13191)).
We are actively working on the implementation of more statistics, data formats, and theoretical fields. If you want to contribute, we welcome and appreciate pull requests.
If you have any comments or suggestions, please feel free to contact us by email ([1](mailto:javier.carron@roma2.infn.it) and [2](mailto:[email protected] )) or by opening a discussion thread or issue.
If you have any comments or suggestions, please feel free to contact us by email ([1](mailto:javier.carron@csic.es) and [2](mailto:[email protected] )) or by opening a discussion thread or issue.
The repository can be found on [https://github.com/javicarron/pynkowski](https://github.com/javicarron/pynkowski).
Expand Down Expand Up @@ -58,6 +58,7 @@
- [`theory`](https://javicarron.github.io/pynkowski/pynkowski/theory.html)
- [`base_th`](https://javicarron.github.io/pynkowski/pynkowski/theory/base_th.html)
- [`gaussian`](https://javicarron.github.io/pynkowski/pynkowski/theory/gaussian.html)
- [`spingaussian`](https://javicarron.github.io/pynkowski/pynkowski/theory/spingaussian.html)
- [`chi2`](https://javicarron.github.io/pynkowski/pynkowski/theory/chi2.html)
- [`utils_th`](https://javicarron.github.io/pynkowski/pynkowski/theory/utils_th.html)
Expand All @@ -84,7 +85,7 @@
from .theory import (TheoryField,
Gaussian,
SphericalGaussian,
EuclideanGaussian,
# EuclideanGaussian,
SpinGaussian,
Chi2,
SphericalChi2)
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