update docs + readme for v1.0.0 pypi release

Author: CosmoMatt

.pip_readme.rst

@@ -1,13 +1,13 @@
 .. image:: https://github.com/astro-informatics/s2fft/actions/workflows/tests.yml/badge.svg?branch=main
     :target: https://github.com/astro-informatics/s2fft/actions/workflows/tests.yml
-.. image:: https://img.shields.io/badge/GitHub-PyTemplate-brightgreen.svg?style=flat
+.. image:: https://img.shields.io/badge/GitHub-s2fft-brightgreen.svg?style=flat
     :target: https://github.com/astro-informatics/s2fft
 .. image:: https://codecov.io/gh/astro-informatics/s2fft/branch/main/graph/badge.svg?token=7QYAFAAWLE
     :target: https://codecov.io/gh/astro-informatics/s2fft
 .. image:: https://img.shields.io/badge/License-MIT-yellow.svg
     :target: https://opensource.org/licenses/MIT
-.. image:: http://img.shields.io/badge/arXiv-xxxx.xxxxx-orange.svg?style=flat
-    :target: https://arxiv.org/abs/xxxx.xxxxx
+.. image:: http://img.shields.io/badge/arXiv-2311.14670-orange.svg?style=flat
+    :target: https://arxiv.org/abs/2311.14670
 .. image:: https://img.shields.io/badge/code%20style-black-000000.svg
     :target: https://github.com/psf/black
 .. image:: https://colab.research.google.com/assets/colab-badge.svg
@@ -29,7 +29,7 @@ available resources and desired angular resolution $L$.
 
 Documentation
 =============
-Read the full documentation [here](https://astro-informatics.github.io/s2fft/#).
+Read the full documentation `here <https://astro-informatics.github.io/s2fft/>`_.
 
 Attribution
 ===========
@@ -39,11 +39,11 @@ referenced. A BibTeX entry for this reference may look like:
 .. code-block:: 
 
     @article{price:s2fft, 
-        author      = "Matthew A. Price and Jason D. McEwen and Contributors",
+        author      = "Matthew A. Price and Jason D. McEwen",
         title       = "Differentiable and accelerated spherical harmonic and Wigner transforms",
         journal     = "Journal of Computational Physics",
         year        = "2023",
-        eprint      = "arXiv:0000.00000"        
+        eprint      = "arXiv:2311.14670"        
     }
 
 You might also like to consider citing our related papers on which this

README.md

@@ -1,7 +1,8 @@
 [![image](https://github.com/astro-informatics/s2fft/actions/workflows/tests.yml/badge.svg?branch=main)](https://github.com/astro-informatics/s2fft/actions/workflows/tests.yml)
 [![image](https://codecov.io/gh/astro-informatics/s2fft/branch/main/graph/badge.svg?token=7QYAFAAWLE)](https://codecov.io/gh/astro-informatics/s2fft)
 [![image](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-[![image](http://img.shields.io/badge/arXiv-xxxx.xxxxx-orange.svg?style=flat)](https://arxiv.org/abs/xxxx.xxxxx)<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
+[![image](https://badge.fury.io/py/s2fft.svg)](https://badge.fury.io/py/s2fft)
+[![image](http://img.shields.io/badge/arXiv-2311.14670-orange.svg?style=flat)](https://arxiv.org/abs/2311.14670)<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
 [![All Contributors](https://img.shields.io/badge/all_contributors-6-orange.svg?style=flat-square)](#contributors-) <!-- ALL-CONTRIBUTORS-BADGE:END --> 
 [![image](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1YmJ2ljsF8HBvhPmD4hrYPlyAKc4WPUgq?usp=sharing)
@@ -181,11 +182,11 @@ referenced. A BibTeX entry for this reference may look like:
 
 ``` 
 @article{price:s2fft, 
-   author      = "Matthew A. Price and Jason D. McEwen and Contributors",
+   author      = "Matthew A. Price and Jason D. McEwen",
    title       = "Differentiable and accelerated spherical harmonic and Wigner transforms",
    journal     = "Journal of Computational Physics",
    year        = "2023",
-   eprint      = "arXiv:0000.00000"        
+   eprint      = "arXiv:2311.14670"        
 }
 ```
 

docs/index.rst

@@ -82,11 +82,11 @@ article is referenced. A BibTeX entry for this reference may look like:
 .. code-block:: 
 
     @article{price:s2fft, 
-        author      = "Matthew A. Price and Jason D. McEwen and Contributors",
+        author      = "Matthew A. Price and Jason D. McEwen",
         title       = "Differentiable and accelerated spherical harmonic and Wigner transforms",
         journal     = "Journal of Computational Physics",
         year        = "2023",
-        eprint      = "arXiv:0000.00000"        
+        eprint      = "arXiv:2311.14670"        
     }
 
 You might also like to consider citing our related papers on which this code builds:

setup.py

@@ -15,20 +15,19 @@
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "Operating System :: OS Independent",
         "Intended Audience :: Developers",
         "Intended Audience :: Science/Research",
     ],
     name="s2fft",
-    version="0.0.1",
+    version="1.0.0",
     url="https://github.com/astro-informatics/s2fft",
     author="Matthew A. Price, Jason D. McEwen & Contributors",
-    license="GNU General Public License v3 (GPLv3)",
+    license="MIT",
     python_requires=">=3.8",
     install_requires=requirements,
-    description=(
-        "Differentiable and accelerated spin-spherical harmonic transforms with JAX"
-    ),
+    description=("Differentiable and accelerated spherical transforms with JAX"),
     long_description_content_type="text/x-rst",
     long_description=long_description,
     packages=find_packages(),