tsipy Documentation¶

Source code is available here.

tsipy includes tools for signal degradation correction and fusion.

Originally, it was built for processing measurements of Total Solar Irradiance (TSI). However, the package implements tools for degradation correction and sensor fusion not particular of any measurement quantity.

Installation¶

$ pip install tsipy

Installation for Developers¶

# Clone repository
$ git clone https://github.com/roksikonja/tsipy.git

# Setup venv
$ python -m venv venv
$ source venv/bin/activate

$ pip install --upgrade pip
$ pip install wheel

# For development
$ pip install -e .[dev]

# For documentation
$ pip install -e .[docs]

Getting Started¶

Tutorials

Experiments

Package Reference

Degradation Correction
Sensor Fusion
- Core
- Kernels
- GP Models
- Local GP
- Fusion Utilities
Utilities
- Data
- Print
- Plot

Licence¶

tsipy is licensed under the MIT License.

Citation¶

@misc{kolar2020iterative,
      title={Iterative Correction of Sensor Degradation and a Bayesian Multi-Sensor Data Fusion Method},
      author={Luka Kolar and Rok Šikonja and Lenart Treven},
      year={2020},
      eprint={2009.03091},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}