MRExo
MRExo is a Python package to jointly model distributions beyond two dimensions. Our updated framework can now simultaneously model up to four observables, while also incorporating asymmetric measurement uncertainties and upper limits in the data.
We build upon the 2-dimensional nonparametric framework utilizing beta density functions as the basis set for density estimation to perform simultaneous density estimation in up to 4-dimensions.
For detailed description of the code please see Kanodia et al. (2019) for the original and Kanodia et al. (2023) for the updated version.
Documentation can be found here.
==================
Installation
Linux/Unix
-
In the terminal -
pip install mrexo -
In the terminal -
pip install git+https://github.com/shbhuk/mrexo.git -U
OR
- In the terminal -
pip install git+ssh://git@github.com/shbhuk/mrexo.git -U
OR
-
In the terminal -
git clone https://github.com/shbhuk/mrexo -
In the repository directory
python setup.py install
The -U is to upgrade the dependencies.
Windows
-
Install Git - Git for Windows
-
Install pip - pip for Windows
-
In cmd or git cmd -
pip install git+https://github.com/shbhuk/mrexo.git -U
OR
pip install mrexo
OR
Clone or Download the zip file and then in the repository directory
python setup.py install
To sign up for updates, please join the Google Group linked here - https://groups.google.com/forum/#!forum/mrexo
==================
Citation
Guidelines to cite this package can be found here.
The relevant paper can be found on ADS.
==================
1 maintainer
Metadata
1 maintainer
Release files for mrexo 1.1.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mrexo-1.1.5.tar.gz | 74.7 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mrexo-1.1.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 149.6 MB
Release files / mrexo-1.1.5.tar.gz
| Download URL | mrexo-1.1.5.tar.gz |
|---|---|
| Size | 74.7 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.12
|
Release files / mrexo-1.1.5-py3-none-any.whl
| Download URL | mrexo-1.1.5-py3-none-any.whl |
|---|---|
| Size | 74.9 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.12
|
