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21cmEMU
DanielaBreitman/21cmEMU
21cmEMU is a machine learning model from DanielaBreitman. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for tf-keras. The card lists the license as mit.
[][pypi] [][status] [][python version] [][license]
Access
Public
Updated Oct 25, 2023
Repo size
263 MB
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Repo makeup
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At a glance
- Library
- tf-keras
- License
- mit
- Access
- Public
- Created
- May 2, 2023
- Updated
- Oct 25, 2023
- SHA
- b8111752
Model card
From the Hugging Face model README
21cmEMU
Features
- Uses Tensorflow to emulate the following summary statistics: 21-cm power spectrum, 21-cm global brightness temperature, IGM spin temperature, and neutral fraction.
- Uses 21cmFAST to analytically calculate the UV luminosity functions and the Thomson optical depth to the CMB.
Requirements
- Tensorflow >= 2.6
Installation
You can install py21cmEMU via pip from PyPI:
$ pip install py21cmemu
Usage
Please see the Command-line Reference for details.
Contributing
Contributions are very welcome. To learn more, see the Contributor Guide.
License
Distributed under the terms of the MIT license, 21cmEMU is free and open source software.
Issues
If you encounter any problems, please file an issue along with a detailed description.
Credits
This project was generated from @cjolowicz's Hypermodern Python Cookiecutter template.
<!-- github-only -->- Library
- tf-keras
- License
- mit
- Languages
- en
- Created
- May 2, 2023
- Updated
- Oct 25, 2023