chr5tphr/zennit issues and pull requests

#211 - Prototype of Normalizer-Free (NFNet)

Issue - State: open - Opened by p16i about 2 months ago

#210 - Prototype of ViT

Issue - State: open - Opened by p16i about 2 months ago

#209 - Fix setattr issue in canonizers.MergeBatchNorm (#208)

Pull Request - State: open - Opened by karray 4 months ago

#208 - Unexpected behavior with object.setattr in canonizers.MergeBatchNorm

Issue - State: open - Opened by karray 4 months ago - 1 comment

#207 - Docs: Pin nbconvert < 7.14

Pull Request - State: closed - Opened by chr5tphr 7 months ago

#206 - Core: yield from in collect_leaves

Pull Request - State: closed - Opened by chr5tphr 7 months ago

#205 - Example: Add option to ignore residual

Pull Request - State: closed - Opened by chr5tphr 7 months ago

#204 - Potential issue with learning BatchNorm parameters

Issue - State: open - Opened by MikiFER 12 months ago

#203 - Changing The Value of epsilon in the composite Epsilonplusflat creates a bug

Issue - State: closed - Opened by StudentAlessandro about 1 year ago - 2 comments

#202 - Add torchvision.ops.FrozenBatchNorm2d to types

Pull Request - State: open - Opened by rachtibat about 1 year ago

#201 - SmoothGrad - potential typo in implementation of noise level

Issue - State: closed - Opened by annahedstroem about 1 year ago - 2 comments

#200 - Model inference outside of composite context

Issue - State: open - Opened by MikiFER about 1 year ago - 5 comments
Labels: question, testing

#199 - ValueError message in AlphaBeta rule

Pull Request - State: closed - Opened by jackmcrider about 1 year ago - 1 comment

#198 - Neuralized K-Means: make k-means amenable to neural network explanations

Issue - State: open - Opened by jackmcrider over 1 year ago
Labels: enhancement, model compatibility

#197 - Neuralized K-Means

Pull Request - State: open - Opened by jackmcrider over 1 year ago - 4 comments

#196 - Core: Multiple Inputs, Outputs, and Keyword Arguments

Pull Request - State: open - Opened by chr5tphr over 1 year ago

#195 - Example: Add ResNet18/VGG11 to feed_forward.py

Pull Request - State: closed - Opened by chr5tphr over 1 year ago

#194 - ResNet: Unstable Attributions

Issue - State: open - Opened by chr5tphr over 1 year ago - 3 comments
Labels: bug

#193 - Canonizers: BatchNorm loses bias relevance

Issue - State: open - Opened by chr5tphr over 1 year ago
Labels: bug

#192 - Proper way of handling classifier heads in Transformers

Issue - State: open - Opened by kjczarne over 1 year ago - 2 comments
Labels: model compatibility

#191 - remove nn.MultiheadAttention from Activation types.py

Pull Request - State: closed - Opened by rachtibat over 1 year ago - 1 comment

#190 - Fix small typo in image-classification-vgg-resnet.ipynb

Pull Request - State: closed - Opened by p16i over 1 year ago - 1 comment

#189 - Binary classification model with one output for output layer

Issue - State: closed - Opened by wt12318 over 1 year ago - 1 comment

#188 - Bug: MultiheadAttention in types

Issue - State: closed - Opened by rachtibat over 1 year ago - 4 comments

#187 - Feature Request: Debugger

Issue - State: open - Opened by rachtibat over 1 year ago - 2 comments
Labels: enhancement

#186 - Added flag to toggle trained weights in tutorial. Also removed unused import. #164

Pull Request - State: open - Opened by chrissy0 over 1 year ago - 1 comment

#185 - Canonizers/ParamMod: Fix Gradients for Parameters

Pull Request - State: closed - Opened by chr5tphr over 1 year ago

#184 - Custom rules for vision transformer

Issue - State: open - Opened by ascdqz over 1 year ago - 1 comment
Labels: model compatibility

#183 - Obtanining graident of LRP otput w.r.t. network parameters

Issue - State: closed - Opened by MikiFER over 1 year ago - 12 comments

#182 - WIP: GradOutHook, MergedComposite and multi-hooks

Pull Request - State: open - Opened by chr5tphr over 1 year ago

#181 - Smooth MaxPool2D rule

Issue - State: open - Opened by rachtibat over 1 year ago - 2 comments
Labels: enhancement

#179 - Style: Update PyLint config, add suggestions

Pull Request - State: closed - Opened by chr5tphr almost 2 years ago

#178 - Docs: Expand How-To on MixedComposite

Pull Request - State: closed - Opened by chr5tphr almost 2 years ago

#177 - Tests: add partial_name_map_composite fixture

Pull Request - State: closed - Opened by chr5tphr almost 2 years ago

#176 - Module with Multiple Inputs

Issue - State: open - Opened by rachtibat almost 2 years ago - 2 comments
Labels: enhancement, core

#175 - CI: Fix flake8 update: 3-digit error codes

Pull Request - State: closed - Opened by chr5tphr almost 2 years ago

#174 - Docs: Gradient.forward() input not optional

Pull Request - State: closed - Opened by sltzgs almost 2 years ago - 1 comment

#173 - Composite: fix passing of beta_smooth value

Pull Request - State: closed - Opened by annahdo about 2 years ago

#172 - Composite: bug in BetaSmooth constructor?

Issue - State: closed - Opened by annahdo about 2 years ago - 3 comments

#171 - Densenet canonizations

Pull Request - State: open - Opened by gumityolcu about 2 years ago

#170 - error occurred when run tutorial on custom model

Issue - State: closed - Opened by ascdqz about 2 years ago - 7 comments

#169 - LinearAttention Module

Issue - State: open - Opened by rachtibat about 2 years ago - 1 comment
Labels: model compatibility

#168 - Core: Multiple input/param gradient modification

Pull Request - State: open - Opened by chr5tphr about 2 years ago

#167 - Layer-wise LRP score

Issue - State: open - Opened by shivmgg about 2 years ago - 6 comments
Labels: core

#166 - Docstring/Docs: Fix various typos

Pull Request - State: closed - Opened by chr5tphr about 2 years ago

#165 - How to add support to DenseNet from torchvision

Issue - State: open - Opened by mstaczek about 2 years ago - 2 comments
Labels: model compatibility

#164 - Docs: Build Tutorials on ReadTheDocs with trained weights

Issue - State: open - Opened by chr5tphr about 2 years ago
Labels: documentation

#163 - Example: Add InputXGrad to feed_forward.py

Pull Request - State: closed - Opened by chr5tphr about 2 years ago

#162 - Docstring: Canonizer: Fix wrong reST

Pull Request - State: closed - Opened by chr5tphr about 2 years ago

#161 - Tests: Fix SmoothGrad variance check

Pull Request - State: closed - Opened by chr5tphr about 2 years ago

#160 - MixedComposite and NameLayerMapComposite for combining arbitrary Composites

Pull Request - State: closed - Opened by dkrako about 2 years ago - 9 comments

#159 - Core: Second Order Gradients

Pull Request - State: closed - Opened by chr5tphr about 2 years ago - 9 comments

#158 - Fix `f-string` in an errror message

Pull Request - State: closed - Opened by p16i over 2 years ago - 1 comment

#156 - Core/Composite: Simplify Composite.context

Issue - State: open - Opened by chr5tphr over 2 years ago
Labels: enhancement, core

#155 - Tests: Fix norm incompatibility >= torch 1.12.0

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#154 - Support for padding layers

Issue - State: closed - Opened by Samsdas over 2 years ago - 2 comments

#153 - Core/Rules: Better/Exposed Stabilizer

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#152 - Core/Rules: ParamMod and Generalized Gamma Rule

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#151 - Docs: Clarify "ignore bias" in Composite How-To

Pull Request - State: closed - Opened by jackmcrider over 2 years ago

#148 - Numerical instability in ResNet50 heatmaps

Issue - State: open - Opened by rodrigobdz over 2 years ago - 12 comments
Labels: model compatibility

#147 - Core: Warn the user when falling back to gradient

Issue - State: open - Opened by chr5tphr over 2 years ago
Labels: enhancement, core

#146 - Composites: Cooperative LayerMapComposite

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#145 - Docs: Better image classification tutorial

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#144 - Composites/Rules: Zero Bias Option

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#143 - README: Remove Example Script, add CONTRIBUTING.md

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#142 - Core: Second Order Gradients

Issue - State: closed - Opened by chr5tphr over 2 years ago - 4 comments

#141 - Core: GradOutHooks

Issue - State: open - Opened by chr5tphr over 2 years ago
Labels: enhancement, core

#140 - Package: Import all modules in zennit/init.py

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#139 - Pylint: Update to support pylint 2.14.0

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#138 - add rule-parameters to composites which include epsilon/gamma/alphabeta rule.

Pull Request - State: closed - Opened by dkrako over 2 years ago - 4 comments

#137 - Docs: Switch to MathJAX

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#136 - How-To: Custom Rules usage code and fix

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#135 - Add GPU support for occlusion attributor.

Pull Request - State: closed - Opened by HeinrichAD over 2 years ago

#134 - Actions: Added pandoc install to docs

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#133 - Docs: Tutorial: Image Classification VGG

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#132 - Docs: How-To: Write custom attributors

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#131 - Docs: How-To: Write custom rules

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#130 - Fix escaping issue with older Bash versions

Pull Request - State: closed - Opened by darp over 2 years ago - 1 comment

#129 - Tests: Test zennit.core

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#128 - Tests: Test AlphaBeta invalid values

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#127 - Tests: Add helper module and complete Canonizer tests

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#126 - Tests: zennit.torchvision

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#125 - Not removing backward hook handler might cause problems?

Issue - State: closed - Opened by rachtibat over 2 years ago - 1 comment

#124 - Tests: zennit.image

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#123 - Image: Remove useless try-except

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#122 - Tests: cmap.py ColorMap and LazyColorMapCache

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#121 - CMap: Source property fix and remove branching

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#120 - Cmap: Precise uint8 palettes

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#119 - Tests: Added tests for Attributors

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#118 - Occlusion: Type-check both window and stride

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#117 - Occlusion: No multiply attr_output_fn with output

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#116 - Packaging: Move to src-layout and extras_require

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#115 - Tests: Registration of Composites

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#114 - README: Update, better usage, relative links

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#113 - Move RTD-config to .readthedocs.yaml

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#112 - Docs: How-To: Write Custom Canonizers

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#111 - Core: Allow Empty Composite

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#110 - Docs: Bibliography

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#109 - Tox: add {posargs} to environments docs and flake8

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

#108 - Docs: How-To for Custom Composites

Pull Request - State: closed - Opened by chr5tphr over 2 years ago

GitHub / chr5tphr/zennit issues and pull requests