Releases · softwaremill/FoXAI

What's Changed

WIP: Initial architecture and codebase structure by @adam-wawrzynski-softwaremill in #1
Add callbacks and saving model checkpoints in ONNX format by @adamwawrzynski in #2
Add Github Actions - run pre-commit hooks by @adamwawrzynski in #5
Introduces support for PyTorch only. by @adamwawrzynski in #4
Fix installing package from wheel, rename package by @adamwawrzynski in #6
Fix/9 by @adamwawrzynski in #13
Add exception handling in Streamlit demo app by @adamwawrzynski in #7
Add more algorithms by @adamwawrzynski in #8
Bug fix for explainer attributes visalization by @kamilrzechowski in #12
Add conversion image to uint8 before displaying by @adamwawrzynski in #15
lrp missing rules fixed by @kamilrzechowski in #14
context manager added for xai generation by @kamilrzechowski in #11
Sphinx documentation by @adamwawrzynski in #32
Add wandb support by @adamwawrzynski in #16
Add missing explainers to Explainers enum by @adamwawrzynski in #34
Add pytest to GH CI and unit tests by @adamwawrzynski in #35
Move unnecessary files to example directory by @adamwawrzynski in #33
Basic tests for all explainers by @kamilrzechowski in #38
Remove Streamlit demo app and custom callback by @adamwawrzynski in #43
Add hydra to CLI updater tool by @adamwawrzynski in #40
Improve unit test coverage by @adamwawrzynski in #46
Add notebooks with different computer vision neural network models by @adamwawrzynski in #36
Add visualization of attributes as mask on image by @adamwawrzynski in #44
Remove obsolete files by @adamwawrzynski in #49
feat: GH Actions testing AutoXAI installation on different Python and CUDA versions by @rozek1997 in #47
Add optional arguments to explainers by @adamwawrzynski in #54
Add Guided Backpropagation explainer algorithm by @adamwawrzynski in #51
Feat/example yolov5 by @kamilrzechowski in #50
Update README by @adamwawrzynski in #48
Fix dependency ranges and other fields in pyproject.toml by @adamwawrzynski in #57
Extract visualization functions from Explainer to standalone function… by @adamwawrzynski in #55
Documentation in multiple versions on gh-pages #27 by @adamjankaczmarek in #59
Changing naming to Foxai everywhere by @rpytel1 in #60
Release Prep by @adamjankaczmarek in #62
chmod +x on release.py script by @adamjankaczmarek in #63