ForSEplus


NameForSEplus JSON
Version 1.0.0rc0 PyPI version JSON
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SummaryMy package description
upload_time2023-11-04 08:09:26
maintainer
docs_urlNone
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requires_python
licenseMIT License Copyright (c) 2023 Jian Yao Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
keywords feed reader tutorial
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requirements No requirements were recorded.
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            # ForSEplus
- plus version of https://github.com/ai4cmb/ForSE.

- To avoid the installation this package (which is a bit complex), we also offer 500 realizations of maps at url...

## Dependencies  

- Astropy: https://www.astropy.org
- Healpy: https://healpy.readthedocs.io/en/latest/
- Tensorflow: https://www.tensorflow.org
- Namaster (to compute power spectra to normalize the small scales from neural networks): https://namaster.readthedocs.io/en/latest/
- reproject (only to perform projection from Healpix maps to flat patches and viceversa): https://pypi.org/project/reproject/
- numba (only to accelearte the calculation of Minkowski functionals for a given patch): http://numba.pydata.org/

## Installations
We assume you alrealy your own python virtual environment. 
The first thing to do is to install the dependencies. 

- pymaster
The installation of pymaster is acutally not a easy task since it has a lot of other depencencies. 
- tensorflow

### from source
    (venv) $ python -m pip install -e . --user

### from pip
    (venv) $ python -m pip install ForSEplus --user
    

            

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