What's Changed

• Add GradCAM for object detection by @adamwawrzynski in #75

Full Changelog: 0.5.4...0.6.0

Full Changelog: 0.5.3...0.5.4

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

New Contributors

• @adam-wawrzynski-softwaremill made their first contribution in #1
• @adamwawrzynski made their first contribution in #2
• @kamilrzechowski made their first contribution in #12
• @rozek1997 made their first contribution in #47
• @adamjankaczmarek made their first contribution in #59
• @rpytel1 made their first contribution in #60

Full Changelog: https://github.com/softwaremill/FoXAI/commits/0.5.3