Model Validation Tookit
pip install mvtk.
Windows users: Until Jaxlib is supported on windows
natively you will need to either use
this library from a Linux subsystem or within a Docker container.
Alternatively, you can build jaxlib from
Check out this repository and
cd into the directory.
pip install -e ".[doc]".
[doc] is used to install dependencies for building documentation.
You can import:
mvtk.credibilityfor assessing credibility from sample size.
mvtk.interprenetfor building interpretable neural nets.
mvtk.thresholdingfor adaptive thresholding.
mvtk.sobolfor Sobol sensitivity analysis
mvtk.supervisorfor divergence anlysis
mvtk.metricsfor specialised metrics
You can run
make -C docs html on a Mac or
make.bat -C docs html on a PC to just rebuild the docs. In this case, point your browser to
docs/_build/html/index.html to view the homepage. If your browser was already pointing to documentation that you changed, you can refresh the page to see the changes.