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Transfer","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"[![PyPI](https://img.shields.io/pypi/v/radis.svg)](https://pypi.python.org/pypi/radis) [![Downloads](https://img.shields.io/pypi/dw/radis.svg)](https://pypistats.org/packages/radis) [![Article](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2018.09.027.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407318305867) [![Spectral Synthesis Algorithm](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2020.107476.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407320310049) [![Documentation Status](https://readthedocs.org/projects/radis/badge/)](https://readthedocs.org/projects/radis/) [![Binder](https://mybinder.org/badge.svg)](https://radis.github.io/radis-lab/)\n[![Slack](https://img.shields.io/badge/slack-join-green.svg?logo=slack)](https://radis.github.io/slack-invite/) [![Contributors](https://img.shields.io/github/contributors/radis/radis.svg)](https://github.com/radis/radis/graphs/contributors) [![Tests](https://app.travis-ci.com/radis/radis.svg?branch=develop)](https://app.travis-ci.com/github/radis/radis) [![Coverage](https://codecov.io/gh/radis/radis/branch/develop/graph/badge.svg)](https://codecov.io/gh/radis/radis) [![Benchmarks](http://img.shields.io/badge/benchmarked%20by-asv-blue.svg?style=flat)](https://github.com/radis/radis-benchmark) [![License](https://img.shields.io/badge/License-LGPL3-blue.svg)](./License.md)\n\n# [RADIS](https://radis.readthedocs.io/)\n\nRADIS is a fast line-by-line code for high resolution infrared molecular spectra (emission / absorption,\nequilibrium / non-LTE) based on HITRAN/HITEMP/ExoMol.\nAtomic spectra from the NIST and Kurucz databases are also available.\n\nRADIS includes post-processing tools to compare experimental spectra and spectra calculated\nwith RADIS or other spectral codes.\n\nFull user documentation (advanced install and examples) are available on the [RADIS Website](http://radis.readthedocs.io/).\n\n## Getting Started\n\n### Install\n\nAssuming you have Python installed with the [Anaconda](https://www.anaconda.com/download/) distribution you can use `pip`:\n\n```\npip install radis\n```\n\nor `mamba` or `conda` via the conda-forge channel:\n\n```\nconda install radis -c conda-forge\n```\n\n**That's it!** You can now run your first example below.\nIf you encounter any issue, or to upgrade the package later, please refer to the\n[detailed installation procedure](https://radis.readthedocs.io/en/latest/dev/developer.html#label-install).\n\n### Quick Start\n\nCalculate a CO equilibrium spectrum from the HITRAN database:\n\n```python\nfrom radis import calc_spectrum\ns = calc_spectrum(1900, 2300,         # cm-1\n                  molecule='CO',\n                  isotope='1,2,3',\n                  pressure=1.01325,   # bar\n                  Tgas=700,           # K\n                  mole_fraction=0.1,\n                  path_length=1,      # cm\n                  databank='hitran'   # or 'hitemp'\n                  )\ns.apply_slit(0.5, 'nm')       # simulate an experimental slit\ns.plot('radiance')\n```\n\n![CO spectrum](https://radis.readthedocs.io/en/latest/_images/co_spectrum_700K.png)\n\n### Advanced use\n\nThe Quick Start examples automatically download the line databases from [HITRAN-2016](https://radis.readthedocs.io/en/latest/references/references.html#hitran-2016), which is valid for temperatures below 700 K.\nFor *high temperature* cases, you may need to use other line databases such as [HITEMP-2010](https://radis.readthedocs.io/en/latest/references/references.html#hitemp-2010) (typically T \u003c 2000 K) or [CDSD-4000](https://radis.readthedocs.io/en/latest/references/references.html#cdsd-4000) (T \u003c 5000 K). HITEMP can also be downloaded\nautomatically, or can be downloaded manually and described in a `~/radis.json`\n[Configuration file](https://radis.readthedocs.io/en/latest/lbl/lbl.html#label-lbl-config-file).\n\nMore complex [examples](https://radis.readthedocs.io/en/latest/examples.html#label-examples) will require to use the [SpectrumFactory](https://radis.readthedocs.io/en/latest/source/radis.lbl.factory.html#radis.lbl.factory.SpectrumFactory)\nclass, which is the core of RADIS line-by-line calculations.\n[calc_spectrum](https://radis.readthedocs.io/en/latest/source/radis.lbl.calc.html#radis.lbl.calc.calc_spectrum) is a wrapper to [SpectrumFactory](https://radis.readthedocs.io/en/latest/source/radis.lbl.factory.html#radis.lbl.factory.SpectrumFactory)\nfor the simple cases.\n\n### Compare with experiments\n\nExperimental spectra can be loaded using the [experimental_spectrum](https://radis.readthedocs.io/en/latest/source/radis.spectrum.models.html#radis.spectrum.models.experimental_spectrum) function\nand compared with the [plot_diff](https://radis.readthedocs.io/en/latest/source/radis.spectrum.compare.html#radis.spectrum.compare.plot_diff) function. For instance:\n\n```python\nfrom numpy import loadtxt\nfrom radis import experimental_spectrum, plot_diff\nw, I = loadtxt('my_file.txt').T    # assuming 2 columns\nsexp = experimental_spectrum(w, I, Iunit='mW/cm2/sr/nm')\nplot_diff(sexp, s)    # comparing with spectrum 's' calculated previously\n```\n\nTypical output of [plot_diff](https://radis.readthedocs.io/en/latest/source/radis.spectrum.compare.html#radis.spectrum.compare.plot_diff):\n\n[![comparison](docs/spectrum/cdsd4000_vs_hitemp_3409K.svg)](https://radis.readthedocs.io/en/latest/spectrum/spectrum.html#compare-two-spectra)\n\nRefer to the [Examples](https://radis.readthedocs.io/en/latest/examples/examples.html) section for more examples, and to the\n[Spectrum page](https://radis.readthedocs.io/en/latest/spectrum/spectrum.html) for more post-processing functions.\n\n### GPU Acceleration\n\nRADIS supports GPU acceleration for super-fast computation of spectra. Refer to [GPU Spectrum Calculation on RADIS](https://radis.readthedocs.io/en/latest/lbl/lbl.html#calculating-spectrum-using-gpu) for more details on GPU acceleration.\n\n## Try online (no installation needed!)\n\n### 🌱 Radis-app\n\nA simple [web-app](https://radis.app/) for RADIS under development - [GitHub](https://github.com/suzil/radis-app)\n\n[![Radis-app](https://user-images.githubusercontent.com/16088743/103406077-b2457100-4b59-11eb-82c0-e4de027a91c4.png)](https://radis.app/)\n\n### 🔬 RADIS-lab\n\nAn [online environment](https://github.com/radis/radis-lab) for advanced spectrum processing and comparison with experimental data:\n\n- no need to install anything\n- use pre-configured line databases (HITEMP)\n- upload your data files, download your results !\n\n[![RADIS-lab](https://user-images.githubusercontent.com/16088743/103448773-7d8f0200-4c9e-11eb-8bf1-ce3385519b77.png)](https://radis.github.io/radis-lab/)\n\nSee more [on GitHub](https://github.com/radis/radis-lab)\n\n---\n\n## Cite\n\nArticles are available at [![Article](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2018.09.027.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407318305867) [![Spectral Synthesis Algorithm](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2020.107476.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407320310049)\n\nFor reproducibility, do not forget to cite the line database used, and the spectroscopic constants\nif running nonequilibrium calculations. See [How to cite?](https://radis.readthedocs.io/en/latest/references/references.html#cite)\n\n---\n\n## Developer Guide\n\n### Contribute\n\nWant to contribute to RADIS? Join the Slack community and we'll help you through the process.\nWant to get started immediately? Nice. Have a look at the [Developer Guide](https://radis.readthedocs.io/en/latest/dev/developer.html).\n\n[![Contributors](https://img.shields.io/github/contributors/radis/radis.svg)](https://github.com/radis/radis/graphs/contributors) [![Slack](https://img.shields.io/badge/slack-join-green.svg?logo=slack)](https://radis.github.io/slack-invite/)\n\nRADIS internals are also described in the [full documentation](https://radis.readthedocs.io/en/latest/index.html)\n\n### License\n\nThe code is available on this repository under\n[GNU LESSER GENERAL PUBLIC LICENSE (v3)](./LICENSE) [![License](https://img.shields.io/badge/License-LGPL3-blue.svg)](./License.md)\n\n---\n\n## References\n\n### Links\n\n- Documentation: [![Documentation Status](https://readthedocs.org/projects/radis/badge/)](https://readthedocs.org/projects/radis/)\n\n- Help: [![Gitter](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/radis-radiation/community) [![Slack](https://img.shields.io/badge/slack-join-green.svg?logo=slack)](https://radis.github.io/slack-invite/) [Q\u0026A forum](https://groups.google.com/forum/#!forum/radis-radiation)\n\n- Articles: [![Article](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2018.09.027.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407318305867) [![Spectral Synthesis Algorithm](https://zenodo.org/badge/doi/10.1016/j.jqsrt.2020.107476.svg)](https://linkinghub.elsevier.com/retrieve/pii/S0022407320310049)\n\n- Source Code: [![GitHub](https://img.shields.io/github/stars/radis/radis.svg?style=social\u0026label=Star)](https://github.com/radis/radis/stargazers) [![Contributors](https://img.shields.io/github/contributors/radis/radis.svg)](https://github.com/radis/radis/graphs/contributors) [![License](https://img.shields.io/badge/License-LGPL3-blue.svg)](./License.md)\n\n- Test Status: [![Tests](https://app.travis-ci.com/radis/radis.svg?branch=develop)](https://app.travis-ci.com/github/radis/radis) [![Coverage](https://codecov.io/gh/radis/radis/branch/develop/graph/badge.svg)](https://codecov.io/gh/radis/radis) [![Benchmarks](http://img.shields.io/badge/benchmarked%20by-asv-blue.svg?style=flat)](https://github.com/radis/radis-benchmark)\n\n- PyPI Repository: [![PyPI](https://img.shields.io/pypi/v/radis.svg)](https://pypi.python.org/pypi/radis) [![Downloads](https://img.shields.io/pypi/dw/radis.svg)](https://pypistats.org/packages/radis)\n\n- Interactive Examples: [radis_examples](https://github.com/radis/radis-examples) [![Examples](https://img.shields.io/github/stars/radis/radis-examples.svg?style=social\u0026label=Star)](https://github.com/radis/radis-examples) [![Binder](https://mybinder.org/badge.svg)](https://radis.github.io/radis-lab/)\n\n- [Fitroom](https://github.com/radis/fitroom) (for advanced multidimensional fitting).\n\n### Other Spectroscopic tools\n\nSee [awesome-spectra](https://github.com/erwanp/awesome-spectra) [![awesome-spectra](https://img.shields.io/github/stars/erwanp/awesome-spectra.svg?style=social\u0026label=Star)](https://github.com/erwanp/awesome-spectra)\n\n---\n\n[![RADIS logo](https://github.com/radis/radis/blob/master/docs/radis_ico.png)](https://radis.readthedocs.io/)\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["line-by-line"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/46138","html_url":"https://ost.ecosyste.ms/projects/46138"}