Metadata-Version: 2.1
Name: mlr-x
Version: 1.0
Summary: MLR-X: multiple linear regression in low- and high-dimensional data
Author: Jackson J. Alcázar
License: GNU Affero General Public License v3.0
Project-URL: Homepage, https://jacksonalcazar.github.io/MLR-X
Project-URL: Repository, https://github.com/Jacksonalcazar/MLR-X
Project-URL: Issues, https://github.com/Jacksonalcazar/MLR-X/issues
Keywords: multiple-linear-regression,model-selection,statistical-analysis,variable-selection,heuristic-search,high-dimensional-data,qsar,applicability-domain,linear-prediction
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Affero General Public License v3
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: statsmodels
Requires-Dist: pillow
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: joblib

# MLR-X

MLR-X is a desktop (Tkinter) and command-line tool for **multiple linear regression** in low- and high-dimensional datasets.

## Install

```bash
pip install mlr-x
```

## Prebuilt binaries

You can also download standalone binaries from the official release:

- <https://github.com/Jacksonalcazar/MLR-X/releases/tag/v1.0>

Available platforms:

- Windows 10/11 (64-bit)
- macOS X (Arm64)
- Ubuntu 20.04 (x86-64)

## Run

Launch GUI mode:

```bash
mlrx
```

Run CLI mode:

```bash
mlrx <config.conf> [--model <id>] [--outputs ...] [--noruns]
```

Internal validation only:

```bash
mlrx <config.conf> [--onlyIV]
```

## Requirements

- Python 3.10+

On Linux, install GUI dependencies if needed:

```bash
sudo apt-get install python3-tk
sudo apt-get install xvfb
```

## Project links

- Homepage: <https://jacksonalcazar.github.io/MLR-X>
- Issues: <https://github.com/Jacksonalcazar/MLR-X/issues>
- Source repository: <https://github.com/Jacksonalcazar/MLR-X>
