Foxai

Latest version: v0.6.0

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0.6.0

What's Changed
* Add GradCAM for object detection by adamwawrzynski in https://github.com/softwaremill/FoXAI/pull/75


**Full Changelog**: https://github.com/softwaremill/FoXAI/compare/0.5.4...0.6.0

0.5.4

**Full Changelog**: https://github.com/softwaremill/FoXAI/compare/0.5.3...0.5.4

0.5.3

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

New Contributors
* adam-wawrzynski-softwaremill made their first contribution in https://github.com/softwaremill/FoXAI/pull/1
* adamwawrzynski made their first contribution in https://github.com/softwaremill/FoXAI/pull/2
* kamilrzechowski made their first contribution in https://github.com/softwaremill/FoXAI/pull/12
* rozek1997 made their first contribution in https://github.com/softwaremill/FoXAI/pull/47
* adamjankaczmarek made their first contribution in https://github.com/softwaremill/FoXAI/pull/59
* rpytel1 made their first contribution in https://github.com/softwaremill/FoXAI/pull/60

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

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