Deflation info

Improves deflation info in short_inspection_report.md, as well as related messages to stdout.

Update container build script

This updates the container build script to workaround some new issues related to, likely, Compute Canada upgrades and/or changes they have made to their apptainer.conf or filesystems.

Add --version command

Adds a command --version to make df-analyze print the version and exit. Yes, this should be a minor release perhaps, but it won't break anything or necessitate and re-installs so...

bugfix

v3.2.1

pass correct types to scoring function, make json more robust

Add GANDALF model to classifiers and regressors

This implements GANDALF - Gated Adaptive Network for Deep Automated Learning of Features (https://arxiv.org/abs/2207.08548) to the available classifier and regressor models. This model is activated by passing the option gandalf to either the --classifiers or --regressors arguments to df-analyze, as documented in df-analyze.py --help.

v3.1.0

Grouped stratification update

Embedding Update

This update adds zero-shot embedding functionality for image and text data.

Sensitivity/specificity update

Adds logging of sensitivity and specificity to final classifier performance metrics.

Initial release

Preliminary release and analysis of schizophrenia data.