/fpp-analysis-tools

Analysis tools for time series

Primary LanguageJupyter NotebookMIT LicenseMIT

fpp-analysis-tools

Collection of tools designed to analyse time series of intermittent fluctuations.

Installation

The package is published to PyPI and can be installed with

pip install fppanalysis

If you want the development version you must first clone the repo to your local machine, then install the project in development mode:

git clone git@github.com:uit-cosmo/fpp-analysis-tools.git
cd fpp-analysis-tools
poetry install

If you plan to use the GPUs, specifically for the deconvolution then setup the following conda environment:

conda create --name my-env
conda activate my-env
conda install -c rapidsai -c nvidia -c conda-forge \
    cusignal=21.08 python=3.8 cudatoolkit=11.0
conda install poetry 
poetry install

Usage

You can import all functions directly from fppanalysis, such as

import fppanalysis as fa

bin_centers, hist = fa.get_hist(Data, N)