semvec/pypi-packages huggingface dataset:
FillingTimeSeries 1.0.0
Filling Time series: Package to fill missing values in geophysical time series in Python
License: MIT
Keywords: Time Series,Missing values,Metereology,Geophysics,Metereological

# Filling Time Series (v.1.0.0)

## Filling missing values in geophysical time series
### Contact
- Rolando Jesus Duarte Mejias (rolando.duartemejias@ucr.ac.cr)
- Erick Rivera Fernandez (erick.rivera@ucr.ac.cr)

![FTS|FillingTimeSeries](https://repository-images.githubusercontent.com/404879203/f4deb7ec-6b24-4ca9-89eb-f1efc8d2fd55)

![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54) [![PyPI pyversions](https://img.shields.io/pypi/pyversions/FillingTimeSeries.svg)](https://pypi.python.org/pypi/FillingTimeSeries/) [![PyPI status](https://img.shields.io/pypi/status/FillingTimeSeries.svg)](https://pypi.python.org/pypi/FillingTimeSeries/) [![PyPI license](https://img.shields.io/pypi/l/FillingTimeSeries.svg)](https://pypi.python.org/pypi/FillingTimeSeries/)

## About Filling Time Series
Filling Time Series is a Python package to help the users to work with geophysical time series by filling missing values in their data. Filling Time Series was developed at the Centro de Investigaciones GeofÃ­sicas (CIGEFI), Universidad de Costa Rica (UCR).

## Last updates
- Stable version.

## Documentation
The documentation is available on [https://github.com/cigefi-ucr/FillingTimeSeriesGUI](https://github.com/cigefi-ucr/FillingTimeSeriesGUI)

## Features

- Autoregression-based method
- Principal-components-based method
- Full method (Autoregression - Principal components)

## Dependencies

- [Scikit-learn](https://scikit-learn.org) For principal-components-based method
- [Statsmodels](https://www.statsmodels.org/) For autoregression-based method
- [Matplotlib](https://matplotlib.org/) Plotting data
- [Pandas](https://pandas.pydata.org/) Data handler
- [Numpy](https://numpy.org/) Mathematical operations in arrays

## Installation

- Using pip:

```
pip install FillingTimeSeries
```
- Graphical interface:
Visit  [https://github.com/cigefi-ucr/FillingTimeSeriesGUI](https://github.com/cigefi-ucr/FillingTimeSeriesGUI)

## Bug report
Bug reports can be submitted to the issue tracker at:

[https://github.com/cigefi-ucr/FillingTimeSeries/issues](https://github.com/cigefi-ucr/FillingTimeSeries/issues)

## References
- Alfaro, E., & Soley, J. (2009). Descripcion de dos metodos de rellenado de datos ausentes en series de tiempo metereologicos. Revista de matematica: Teoria y Aplicaciones, 16, 60 - 75.
- Urena, P., Alfaro, E., & Soley, J. (2016). Propuestas metodologicas para el rellenado de datos ausentes en series de tiempo geofisicas. Guia Practica de uso. Universidad de Costa Rica.

## License

MIT License

**Free Software**