evapy_4s

Extreme value analysis of time series - open source tools by 4Subsea.

Features - v0.2.x

• Time series analysis

  • zero-upcrossing
  • peak detection / declustering

• Peak distributions

  • Rayleigh
  • Weibull 3p
  • Generalized exponential tail

• Maxima distribuions

  • Gumbel
  • ACER 1st order (Naess et. al)

Planned for v.0.3.x

• Peak distributions

  • Truncated Rayleigh
  • Truncated Weilbull 3p

• Other improvments and fixes.

Getting Started

Minimum Requirements

• Python >= 3.5

Download

Option 1: Via PyPi

TBA

Option 2: Source Via Git

To get the source code via git just type:

git clone https://github.com/4Subsea/evapy.git
cd ./evapy
pip install .

Option 3: Source Zip

Download a zip of the code via GitHub. Extract and type:

cd ./evapy
pip install .

Usage

Usage examples are provided as Jupyter notebooks in the documentation.

Documentation

TBA

Contribute Code or Provide Feedback

Please get in contact via GitHub! We would love to have you aboard as a contributer!