Metadata-Version: 2.4
Name: priorityx
Version: 0.1.1
Summary: Entity prioritization and escalation detection using GLMM statistical models
Project-URL: Homepage, https://github.com/okkymabruri/priorityx
Project-URL: Repository, https://github.com/okkymabruri/priorityx
Project-URL: Issues, https://github.com/okkymabruri/priorityx/issues
Author-email: Okky Mabruri <okkymbrur@gmail.com>
License: MIT
License-File: LICENSE
Keywords: escalation-detection,glmm,prioritization,risk-analysis,statistical-modeling
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
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
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.9
Requires-Dist: adjusttext>=1.3.0
Requires-Dist: matplotlib>=3.9.4
Requires-Dist: pandas>=2.3.3
Requires-Dist: polars>=1.35.1
Requires-Dist: pyarrow>=21.0.0
Requires-Dist: statsmodels>=0.14.5
Description-Content-Type: text/markdown

# Priorityx: Entity prioritization and escalation detection using GLMM statistical models

## Installation

```bash
pip install priorityx
```

## Quick Start

```python
import polars as pl
from priorityx.core.glmm import fit_priority_matrix
from priorityx.viz.matrix import plot_priority_matrix

df = pl.read_csv("data.csv")

results, stats = fit_priority_matrix(
    df,
    entity_col="service",
    timestamp_col="date",
    temporal_granularity="quarterly"
)

plot_priority_matrix(results, entity_name="Service", save_plot=True)
```

## Features

- GLMM-based priority classification (Q1-Q4 quadrants)
- Transition detection over time
- Movement tracking
- Visualization

## Use Cases

IT incidents, software bugs, compliance violations, performance monitoring.

## Documentation

- [Quick Start](docs/quickstart.md)
- [API Reference](docs/api-reference.md)
- [Methodology](docs/methodology.md)