v0.5.1

What's Changed

• Fix f-string in an errror message by @p16i in #158
• Example: Add InputXGrad to feed_forward.py by @chr5tphr in #163
• Docstring: Canonizer: Fix wrong reST by @chr5tphr in #162
• Tests: Fix SmoothGrad variance check by @chr5tphr in #161
• Core: Second Order Gradients by @chr5tphr in #159
• Docstring/Docs: Fix various typos by @chr5tphr in #166
• Composite: fix passing of beta_smooth value by @annahdo in #173
• CI: Fix flake8 update: 3-digit error codes by @chr5tphr in #175
• Docs: Gradient.forward() input not optional by @sltzgs in #174
• MixedComposite and NameLayerMapComposite for combining arbitrary Composites by @dkrako in #160
• Style: Update PyLint config, add suggestions by @chr5tphr in #179
• Docs: Expand How-To on MixedComposite by @chr5tphr in #178
• Tests: add partial_name_map_composite fixture by @chr5tphr in #177

New Contributors

• @p16i made their first contribution in #158
• @annahdo made their first contribution in #173
• @sltzgs made their first contribution in #174

Full Changelog: 0.5.0...0.5.1

v0.5.0

What's Changed

• Composites/Rules: Zero Bias Option by @chr5tphr in #144
• Composites: Cooperative LayerMapComposite by @chr5tphr in #146
• Docs: Clarify "ignore bias" in Composite How-To by @jackmcrider in #151
• Tests: Fix norm incompatibility >= torch 1.12.0 by @chr5tphr in #155
• Core/Rules: ParamMod and Generalized Gamma Rule by @chr5tphr in #152
• Core/Rules: Better/Exposed Stabilizer by @chr5tphr in #153
• Docs: Better image classification tutorial by @chr5tphr in #145

New Contributors

• @jackmcrider made their first contribution in #151

Full Changelog: 0.4.7...0.5.0

v0.4.7

What's Changed

• Tests: Registration of Composites by @chr5tphr in #115
• Packaging: Move to src-layout and extras_require by @chr5tphr in #116
• Occlusion: No multiply attr_output_fn with output by @chr5tphr in #117
• Occlusion: Type-check both window and stride by @chr5tphr in #118
• Tests: Added tests for Attributors by @chr5tphr in #119
• Cmap: Precise uint8 palettes by @chr5tphr in #120
• CMap: Source property fix and remove branching by @chr5tphr in #121
• Tests: cmap.py ColorMap and LazyColorMapCache by @chr5tphr in #122
• Image: Remove useless try-except by @chr5tphr in #123
• Tests: zennit.image by @chr5tphr in #124
• Tests: zennit.torchvision by @chr5tphr in #126
• Tests: Add helper module and complete Canonizer tests by @chr5tphr in #127
• Tests: Test AlphaBeta invalid values by @chr5tphr in #128
• Tests: Test zennit.core by @chr5tphr in #129
• Fix escaping issue with older Bash versions by @darp in #130
• Docs: How-To: Write custom rules by @chr5tphr in #131
• Docs: How-To: Write custom attributors by @chr5tphr in #132
• Actions: Added pandoc install to docs by @chr5tphr in #134
• Docs: Tutorial: Image Classification VGG by @chr5tphr in #133
• Add GPU support for occlusion attributor. by @HeinrichAD in #135
• How-To: Custom Rules usage code and fix by @chr5tphr in #136
• Docs: Switch to MathJAX by @chr5tphr in #137
• Pylint: Update to support pylint 2.14.0 by @chr5tphr in #139
• Package: Import all modules in zennit/init.py by @chr5tphr in #140
• README: Remove Example Script, add CONTRIBUTING.md by @chr5tphr in #143
• add rule-parameters to composites which include epsilon/gamma/alphabeta rule. by @dkrako in #138

New Contributors

• @darp made their first contribution in #130
• @HeinrichAD made their first contribution in #135
• @dkrako made their first contribution in #138

Full Changelog: 0.4.6...0.4.7

v0.4.6

What's Changed

• Docs: How-To Get Intermediate Relevance by @chr5tphr in #106
• Docs: How-To for Custom Composites by @chr5tphr in #108
• Tox: add {posargs} to environments docs and flake8 by @chr5tphr in #109
• Docs: Bibliography by @chr5tphr in #110
• Core: Allow Empty Composite by @chr5tphr in #111
• Docs: How-To: Write Custom Canonizers by @chr5tphr in #112
• Move RTD-config to .readthedocs.yaml by @chr5tphr in #113
• README: Update, better usage, relative links by @chr5tphr in #114

Full Changelog: 0.4.5...0.4.6

v0.4.5

What's Changed

• Docs: Clarification for the shift in stabilize by @chr5tphr in #90
• Make test fixtures more light-weight and thorough by @chr5tphr in #91
• Updated test environment with tox by @chr5tphr in #92
• Update pylintrc and introduce style fixes by @chr5tphr in #94
• Reverted overly ambitous "fix" for ColorMap by @chr5tphr in #95
• Docs: Fix missing files by @chr5tphr in #96
• Fix build path for docs in tox.ini by @chr5tphr in #97
• Add docstring for ColorMap.source setter by @chr5tphr in #98
• Remove Attributes numpydoc in ColorMap by @chr5tphr in #99
• Added Github Actions workflow by @chr5tphr in #93
• Fix ZPlus gradient_mapper for negative inputs by @chr5tphr in #100
• Expand low/high in ZBox to improve usability by @chr5tphr in #101
• Set bias to zero in flat rule by @chr5tphr in #102
• Added names (ids) to fixtures by @chr5tphr in #103
• Added Tests for linear layer rules by @chr5tphr in #104
• Test Simple Module Rules by @chr5tphr in #105

Full Changelog: 0.4.4...0.4.5

v0.4.4

What's Changed

• Docs: Use modified_model in Composites example by @rodrigobdz in #64
• Readme: Fix typo 'exerpt' by @rodrigobdz in #65
• Core: Fix typo 'existance' by @rodrigobdz in #66
• Composites: Fix typo 'occurence' by @rodrigobdz in #67
• Readme: Correct order of comments describing vars by @rodrigobdz in #68
• Fixtures for linear modules, test MergeBatchNorm by @chr5tphr in #69
• Added new abstract types concerning Convolution by @chr5tphr in #70
• Fix MergeBatchNorm for all Convolutions by @chr5tphr in #71
• Docs: Clarification about requirements Modules/ Canonizers by @chr5tphr in #72
• Fixed flipped seismic cmap by @chr5tphr in #73
• Example: Fix typo 'orignal' by @rodrigobdz in #74
• Attribution: Fix typos 'convien[i]ence' by @rodrigobdz in #75
• How-to for Rules, Composites and Canonizers by @chr5tphr in #78
• Fixed code examples for How-To/Composites by @chr5tphr in #79
• Fix: Occlusion stride resolve by @chr5tphr in #80
• Assume batch-dimension in window for occlusion by @chr5tphr in #81
• Docs: Added How-To for using Attributors by @chr5tphr in #82
• Norm-mode for imgify and imsave by @chr5tphr in #83
• Added grid function to imgify by @chr5tphr in #84
• Compute norm bounds instead of directly applying by @chr5tphr in #85
• Remove norm mode 'absolute', make symmetric flag by @chr5tphr in #86
• Allow single-digit index for CMSL by @chr5tphr in #87
• Cast vmin and vmax to ndarray in imgify by @chr5tphr in #88
• How-To for Visualization of Results by @chr5tphr in #89

New Contributors

• @rodrigobdz made their first contribution in #64

Full Changelog: 0.4.3...0.4.4

v0.4.3

What's Changed

• Fix mod_params breaking gradients from torch 1.10 by @chr5tphr in #61
• Added reference to Documentation and badges to README.md by @chr5tphr in #62

Full Changelog: 0.4.2...0.4.3

v0.4.2

What's Changed

• Added sphinx documentation by @chr5tphr in #55
• Added .readthedocs.yaml file by @chr5tphr in #57

Full Changelog: 0.4.1...0.4.2

v0.4.1

What's Changed

• Fix the Norm and Bias of AlphaBeta by @chr5tphr in #54

Full Changelog: 0.4.0...0.4.1

v0.4.0

What's Changed

• Pass parameter names to param_mod to fix ZPlus and AlphaBeta negative params by @chr5tphr in #47
• Fixed default_modifier by @chr5tphr in #48
• Added canonizer for BasicBlock module of ResNet model by @maxdreyer in #50
• Color-Map Overhaul by @chr5tphr in #52

New Contributors

• @maxdreyer made their first contribution in #50

Full Changelog: 0.3.3...0.4.0