Zennit Versions Save

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

0.5.1

1 year ago

What's Changed

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

New Contributors

@p16i made their first contribution in https://github.com/chr5tphr/zennit/pull/158
@annahdo made their first contribution in https://github.com/chr5tphr/zennit/pull/173
@sltzgs made their first contribution in https://github.com/chr5tphr/zennit/pull/174

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.5.0...0.5.1

0.5.0

1 year ago

What's Changed

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

New Contributors

@jackmcrider made their first contribution in https://github.com/chr5tphr/zennit/pull/151

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.7...0.5.0

0.4.7

1 year ago

What's Changed

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

New Contributors

@darp made their first contribution in https://github.com/chr5tphr/zennit/pull/130
@HeinrichAD made their first contribution in https://github.com/chr5tphr/zennit/pull/135
@dkrako made their first contribution in https://github.com/chr5tphr/zennit/pull/138

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.6...0.4.7

0.4.6

2 years ago

What's Changed

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

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.5...0.4.6

0.4.5

2 years ago

What's Changed

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

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.4...0.4.5

0.4.4

2 years ago

What's Changed

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

New Contributors

@rodrigobdz made their first contribution in https://github.com/chr5tphr/zennit/pull/64

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.3...0.4.4

0.4.3

2 years ago

What's Changed

Fix mod_params breaking gradients from torch 1.10 by @chr5tphr in https://github.com/chr5tphr/zennit/pull/61
Added reference to Documentation and badges to README.md by @chr5tphr in https://github.com/chr5tphr/zennit/pull/62

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.2...0.4.3

0.4.2

2 years ago

What's Changed

Added sphinx documentation by @chr5tphr in https://github.com/chr5tphr/zennit/pull/55
Added .readthedocs.yaml file by @chr5tphr in https://github.com/chr5tphr/zennit/pull/57

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.1...0.4.2

0.4.1

2 years ago

What's Changed

Fix the Norm and Bias of AlphaBeta by @chr5tphr in https://github.com/chr5tphr/zennit/pull/54

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.4.0...0.4.1

0.4.0

2 years ago

What's Changed

Pass parameter names to param_mod to fix ZPlus and AlphaBeta negative params by @chr5tphr in https://github.com/chr5tphr/zennit/pull/47
Fixed default_modifier by @chr5tphr in https://github.com/chr5tphr/zennit/pull/48
Added canonizer for BasicBlock module of ResNet model by @maxdreyer in https://github.com/chr5tphr/zennit/pull/50
Color-Map Overhaul by @chr5tphr in https://github.com/chr5tphr/zennit/pull/52

New Contributors

@maxdreyer made their first contribution in https://github.com/chr5tphr/zennit/pull/50

Full Changelog: https://github.com/chr5tphr/zennit/compare/0.3.3...0.4.0