This section provides detailed information about installing ArviZ. Most ArviZ functionality is available with the basic requirements, but ArviZ also has optional dependencies to further enhance the library. This guide will cover both basic and fully-fledged ArviZ installs and several installation methods.
ArviZ can be installed either using pip or conda-forge.
pip install arviz
Use the below pip command to install ArviZ with all of it’s Optional dependencies.
pip install arviz[all]
conda install -c conda-forge arviz
If you want to install the latest development version of ArviZ, then you may use
pip install git+https://github.com/arviz-devs/arviz
The required dependencies for installing ArviZ are:
setuptools>=38.4 matplotlib>=3.0 numpy>=1.12 scipy>=0.19 packaging pandas>=0.23 xarray>=0.16.1 netcdf4 typing_extensions>=184.108.40.206,<4
The list of optional dependencies to further enhance ArviZ are.
numba bokeh>=1.4.0 ujson dask zarr>=2.5.0
Necessary for creating advanced interactive visualisations. The Bokeh installation guide can be found over here.
Necessary to scale the packages and the surrounding ecosystem. The installation details can be found at this link.