Emulator of 21cmFAST summaries.
Project description
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
- 21cmFAST
Installation
You can install py21cmEMU via pip from PyPI:
$ pip install py21cmemu
Note that you need gcc and the fftw3 and gsl packages for the 21cmFAST installation.
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.
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