albermax/innvestigate issues and pull requests

#328 - [REQUEST] Tensorflow <= 2.16 & Python <= 3.13 support

Issue - State: open - Opened by SHEscher 4 days ago

#327 - [BUG] Relevances not conserved in A1B0, W2, Bounded

Issue - State: open - Opened by Shreyas911 about 1 month ago
Labels: triage

#326 - [BUG] Getting negative LRP relevance value for Alpha_1_beta_0 rule when analyzing the ResNet model

Issue - State: open - Opened by n33lkanth 8 months ago
Labels: triage

#325 - Fixed Tutorial Links

Pull Request - State: open - Opened by avishekchy45 10 months ago

#324 - [BUG] Mutation warning being printed at every layer of EfficientNet when running LRP analyzer

Issue - State: open - Opened by palatyle 10 months ago - 1 comment
Labels: triage

#323 - [BUG] NotImplementedError raised every time layers are checked with _do_model_checks() for analyzers inheriting from AnalyzerBase

Issue - State: open - Opened by juliowissing-iis 12 months ago
Labels: triage

#322 - Update dependencies, allow TensorFlow 2.14

Pull Request - State: closed - Opened by adrhill 12 months ago - 2 comments

#321 - Tensorflow 2.14 support

Issue - State: closed - Opened by SHEscher 12 months ago - 1 comment

#320 - [BUG] tf.gradients is not supported when eager execution

Issue - State: closed - Opened by ebudemir about 1 year ago - 1 comment
Labels: triage

#319 - [BUG] Custom keras layer no relevances

Issue - State: open - Opened by mattfedrau about 1 year ago
Labels: triage

#318 - Sigmoid activation

Issue - State: closed - Opened by leonormpires about 1 year ago - 1 comment

#317 - Bump tornado from 6.3.1 to 6.3.2

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 2 comments
Labels: dependencies

#316 - del

Issue - State: closed - Opened by mg97tud over 1 year ago
Labels: triage

#315 - Bump requests from 2.30.0 to 2.31.0

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 1 comment
Labels: dependencies

#314 - Question on Multistream Models

Issue - State: open - Opened by cae67 over 1 year ago

#313 - Update dependencies: support Python 3.11, TensorFlow 2.12

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

#312 - Bump tensorflow from 2.11.0 to 2.11.1

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 3 comments
Labels: dependencies

#311 - Bump werkzeug from 2.2.2 to 2.2.3

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 2 comments
Labels: dependencies

#310 - Add support for all output activations

Pull Request - State: closed - Opened by Rubinjo over 1 year ago - 6 comments

#309 - Bump ipython from 8.9.0 to 8.10.0

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 2 comments
Labels: dependencies

#308 - Fix `is_layer_at_idx` for LRP

Pull Request - State: closed - Opened by Rubinjo over 1 year ago - 3 comments

#307 - Bump future from 0.18.2 to 0.18.3

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 2 comments
Labels: dependencies

#306 - Fix `Perturbate` on RGB images

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

#305 - [Question] Innvestigate brakes tensorflow <-> keras compatibility

Issue - State: closed - Opened by fornasierov over 1 year ago - 3 comments
Labels: triage

#304 - [Question] how to save the analyzer object for later online use.

Issue - State: open - Opened by ShaiBiton over 1 year ago

#303 - [Question] Input_t_gradient vs LRP-Z

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

#302 - [BUG] predict_on_batch fails after calling model_wo_softmax

Issue - State: closed - Opened by lopf33 over 1 year ago - 1 comment
Labels: triage

#301 - Update project setup

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

#300 - Support TensorFlow 2.11

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

#299 - [BUG] Perturbation.perturbate_regions for RGB images

Issue - State: closed - Opened by tszoldra over 1 year ago - 1 comment
Labels: bug

#298 - [BUG] Remove `analyzer.fit()` from all example files. All example files using `analyzer.fit` method are broken

Issue - State: closed - Opened by Rstar1998 almost 2 years ago - 1 comment
Labels: triage

#297 - Bump certifi from 2022.6.15.2 to 2022.12.7

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#296 - Bump tensorflow from 2.10.0 to 2.10.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#295 - Bump pillow from 9.2.0 to 9.3.0

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#294 - When create_analyzer_model() get You must feed a value for placeholder tensor 'xxx' with dtype float and shape [?,1]

Issue - State: closed - Opened by hwjworld almost 2 years ago - 1 comment

#293 - [BUG] KeyError: 2670675173184.

Issue - State: closed - Opened by OliverZar almost 2 years ago - 3 comments
Labels: bug

#292 - [BUG] `AnalyzerNetworkBase` analyzers error when using `BatchNormalization` layers

Issue - State: open - Opened by adrhill almost 2 years ago - 2 comments
Labels: bug

#291 - Cannot install innvestigate 2.0.1 on macOS with tensorflow-macos

Issue - State: closed - Opened by miriamelia almost 2 years ago - 5 comments
Labels: bug

#290 - I have rather basic issue, I am having trouble in importing 'import utils.imagenet as imagenetutils' [BUG]

Issue - State: closed - Opened by atifkhanncl almost 2 years ago - 1 comment
Labels: bug

#289 - Remove `analyzer.fit`

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

#288 - Remove `analyzer.fit`

Issue - State: closed - Opened by adrhill about 2 years ago

#287 - [BUG] Problem with Add Layer in 1D ResNet network

Issue - State: closed - Opened by mg97tud about 2 years ago - 1 comment
Labels: bug

#286 - [BUG] LRPZ Flatten

Issue - State: closed - Opened by tydickinson29 about 2 years ago - 2 comments
Labels: bug

#285 - [REQUEST] Support eager execution via `tf.GradientTape`

Issue - State: open - Opened by adrhill about 2 years ago - 2 comments
Labels: enhancement, help wanted

#284 - [BUG] tf.gradients is not supported when eager execution is enabled. Use tf.GradientTape instead.

Issue - State: closed - Opened by picciama about 2 years ago - 2 comments
Labels: bug

#283 - InvalidArgumentError: You must feed a value for placeholder tensor

Issue - State: closed - Opened by vevefu about 2 years ago - 7 comments
Labels: bug

#282 - PatternAttribution for iNNvestigate 2.0 version

Issue - State: open - Opened by moritzaugustin about 2 years ago - 6 comments
Labels: enhancement

#281 - [BUG]

Issue - State: closed - Opened by amirberenji1995 over 2 years ago - 1 comment
Labels: bug

#280 - Update NumPy lower bound to 1.22, drop Python 3.7 support

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

#279 - How to apply LRP from Innvestigate package to 3D CNN regression problem?

Issue - State: closed - Opened by diptiSH over 2 years ago - 3 comments

#278 - Compatible Architectures

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

#277 - iNNvestigate 2.0

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

#276 - Bump pillow from 8.2.0 to 9.0.1

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 1 comment
Labels: dependencies

#275 - Bump ipython from 7.24.1 to 7.31.1

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 1 comment
Labels: dependencies

#274 - Bump pillow from 8.2.0 to 9.0.0

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 2 comments
Labels: dependencies

#273 - Bug in LRP alpha-beta rule

Issue - State: open - Opened by nkoenen almost 3 years ago

#272 - How does LRP works when used in Autoencoders?

Issue - State: open - Opened by HugoTex98 almost 3 years ago - 5 comments

#271 - [REQUEST]How LRP is used for obtaining the relevance score of each neuron?

Issue - State: closed - Opened by TestingAIGroup almost 3 years ago - 3 comments

#270 - Exception: No softmax found.

Issue - State: closed - Opened by Yung-zi about 3 years ago - 1 comment
Labels: bug

#269 - [REQUEST] Need a little bit detailed explanation for some LRP methods...

Issue - State: closed - Opened by yang0920colostate about 3 years ago - 2 comments
Labels: theory

#268 - 'tuple' object has no attribute 'layer'

Issue - State: closed - Opened by Yung-zi about 3 years ago - 1 comment
Labels: bug

#267 - Use GitHub's new citation feature

Issue - State: closed - Opened by adrhill about 3 years ago - 1 comment
Labels: enhancement

#266 - Update analyzer init and serialization

Pull Request - State: closed - Opened by adrhill about 3 years ago - 1 comment

#265 - [REQUEST] Working with newer Keras version

Issue - State: closed - Opened by tregua87 about 3 years ago - 3 comments

#264 - `is_layer_at_idx` not implemented

Issue - State: closed - Opened by adrhill about 3 years ago - 4 comments
Labels: bug

#263 - Update backend

Pull Request - State: closed - Opened by adrhill about 3 years ago - 1 comment
Labels: bug, enhancement

#262 - [BUG] 'tensorflow' has no attribute 'get_default_graph'

Issue - State: closed - Opened by dokato about 3 years ago - 1 comment
Labels: bug

#261 - Add composite LRP example

Pull Request - State: open - Opened by adrhill over 3 years ago - 6 comments
Labels: documentation

#260 - LRP Relevance Values

Issue - State: closed - Opened by Yohei-u over 3 years ago - 8 comments

#259 - Add issue templates

Pull Request - State: closed - Opened by adrhill over 3 years ago

#258 - Update CI

Pull Request - State: closed - Opened by adrhill over 3 years ago - 1 comment

#257 - Switch setup to Poetry

Pull Request - State: closed - Opened by adrhill over 3 years ago - 2 comments

#256 - LRP Preset A with "negative" relevance

Issue - State: closed - Opened by acv132 over 3 years ago - 2 comments

#255 - Application of composite LRP

Issue - State: closed - Opened by HugoTex98 over 3 years ago - 6 comments

#254 - Switch setup to Poetry

Pull Request - State: closed - Opened by adrhill over 3 years ago - 2 comments

#253 - Error with Collect Layers for functional models for TF 2.1

Issue - State: closed - Opened by adityajain93 over 3 years ago - 2 comments

#250 - Use of SeLU activation functions

Issue - State: closed - Opened by HugoTex98 over 3 years ago

#247 - Format code

Pull Request - State: closed - Opened by adrhill over 3 years ago - 1 comment

#246 - Smoothgrad outputs only zeros for a batch of inputs

Issue - State: open - Opened by nkoenen over 3 years ago
Labels: bug

#240 - Output values are outside the image

Issue - State: closed - Opened by meet10may over 3 years ago - 2 comments

#224 - [Documentation request] Equations of LRP rules

Issue - State: closed - Opened by pmartineauGit almost 4 years ago - 1 comment
Labels: documentation

#221 - iNNvestigate 2.0 planning

Issue - State: closed - Opened by albermax about 4 years ago - 9 comments

#217 - meta_mapping() missing 1 required positional argument: 'reverse_state' BRANCH updates_towards_tf2.0

Issue - State: closed - Opened by vitorbds about 4 years ago - 2 comments
Labels: bug

#214 - tf2.0 new core overview

Issue - State: closed - Opened by leanderweber about 4 years ago - 3 comments

#208 - iNNvestigate 2.0 LRP analyses returns empty list

Issue - State: closed - Opened by mariokloster about 4 years ago - 8 comments
Labels: bug

#207 - iNNvestigate 2.0: Extend LRP-Rules for Various Layer Types

Issue - State: closed - Opened by leanderweber about 4 years ago - 1 comment
Labels: code, iNNvestigate 2.0

#206 - iNNvestigate 2.0: Pytorch Support

Issue - State: open - Opened by leanderweber about 4 years ago - 1 comment
Labels: code, iNNvestigate 2.0, maybe

#205 - iNNvestigate 2.0: LRP-Network-Canonization Module

Issue - State: open - Opened by leanderweber about 4 years ago - 3 comments
Labels: code, iNNvestigate 2.0

#204 - iNNvestigate 2.0: Documentation

Issue - State: closed - Opened by leanderweber about 4 years ago
Labels: documentation, iNNvestigate 2.0