FillingTimeSeries 0.9.1

Filling Time series: Package to fill missing values in geophysical time series in Python

Filling Time Series (v.0.9.1)

Filling missing values in geophysical time series

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 Geofísicas (CIGEFI), Universidad de Costa Rica (UCR).

Last updates

• Added new method: ComponentsAutoregression applies autoregression method, then, the principal components method to fill the time series.
• Small fixes in the Scree graph.
• Renaming some classes, please, check documentation.

Documentation

Documentation will be available soon.

Features

• Autoregression-based method
• Principal-components-based method
• Full method (Autoregression - Principal components)

Dependencies

• Scikit-learn For principal-components-based method
• Statsmodels For autoregression-based method
• Matplotlib Plotting data
• Pandas Data handler
• Numpy Mathematical operations in arrays

Installation

• Using pip:

pip install FillingTimeSeries

Bug report

Bug reports can be submitted to the issue tracker at:

https://github.com/rolandojduartem/FillingTimeSeries/issues

License

MIT License

Free Software