Metadata-Version: 2.1
Name: evdetect
Version: 0.1.4
Summary: Parametric event detection & inference library
Home-page: https://github.com/nikosga/evDetect/tree/main
Author: Nick Gavriil
License: Apache-2.0
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: statsmodels
Requires-Dist: matplotlib
Requires-Dist: seaborn

# evDetect
Parametric event detection & inference library

## Install

```
pip install evdetect
```

## How to use

**Example**

```python
from evdetect.evdetector import Detector
from evdetect.gen_data import Scenario

s = Scenario()
d=Detector()
d.fit(s.data)
print(d.summary())
d.predict()
d.plot()
```

**Examples**
No trend and infinite half-life event
![Example1](figures/plot_1.png)

Trend with non infinite half-life event
![Example2](figures/plot_2.png)

For parallel processing use `fit(...,parallel=True)`

For more examples see the tutorial in the notebooks folder.
