understandable-machine-intelligence-lab/Quantus issues and pull requests

#356 - quanda link in README.md

Pull Request - State: closed - Opened by dilyabareeva 24 days ago - 1 comment

#355 - Application on A Customized Method

Issue - State: closed - Opened by soumiadjellikh about 1 month ago - 3 comments

#354 - Sensitivity-n seems to average over features and correlate samples rather than correlate features and average over samples

Issue - State: open - Opened by arnon-1 about 2 months ago - 4 comments

#353 - Closing Issue #352, Fixing Region Perturbation Plotting

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

#352 - Region Perturbation plotting cannot deal with certain multi-dimensional data (image no. > 1, explain_func no. == 1)

Issue - State: closed - Opened by tlabarta 2 months ago - 1 comment

#351 - Batched metrics

Pull Request - State: closed - Opened by davor10105 4 months ago - 11 comments

#350 - Adding "true" batch implementation to metrics

Issue - State: open - Opened by davor10105 5 months ago - 3 comments

#349 - Test transformers installed V2

Pull Request - State: closed - Opened by aaarrti 7 months ago - 1 comment

#348 - Add Test Coverage for Transformers import

Pull Request - State: closed - Opened by abarbosa94 8 months ago - 3 comments

#347 - small bugfix pytorch_model.py

Pull Request - State: closed - Opened by annahedstroem 8 months ago - 1 comment

#346 - * drop py37 support

Pull Request - State: closed - Opened by aaarrti 8 months ago - 1 comment

#345 - Include Module verification and clean pyproject.toml

Pull Request - State: open - Opened by abarbosa94 8 months ago

#344 - import cv2 complain when installing quantus with python == 3.9 in virtual env

Issue - State: open - Opened by annahedstroem 8 months ago

#343 - Remove "feature importance" requirement (i.e., explanations share shape with input)

Issue - State: open - Opened by annahedstroem 8 months ago

#342 - Missing normalise_func_kwargs in base.py

Pull Request - State: closed - Opened by annahedstroem 8 months ago - 1 comment

#341 - check keras version

Pull Request - State: closed - Opened by aaarrti 8 months ago

#340 - Added cachetools to pyproject.toml

Pull Request - State: closed - Opened by annahedstroem 8 months ago - 2 comments

#339 - Integrate AutoModelForSequenceClassification through PytorchModel

Pull Request - State: closed - Opened by abarbosa94 9 months ago - 2 comments
Labels: enhancement

#338 - Update attribution_localisation.py

Pull Request - State: closed - Opened by annahedstroem 9 months ago

#337 - XAI Inverse Estimation

Pull Request - State: open - Opened by annahedstroem 9 months ago - 1 comment

#336 - Update index.md

Pull Request - State: closed - Opened by annahedstroem 9 months ago - 1 comment

#335 - Fix selectivity calculation

Pull Request - State: closed - Opened by JonasKlotz 9 months ago

#334 - Wrong calculation of selectivity

Issue - State: closed - Opened by JonasKlotz 9 months ago - 3 comments

#333 - ROAD returns 0 all the time

Issue - State: open - Opened by krebso 9 months ago - 3 comments

#332 - ROAD takes 6 seconds for single image with GPU enabled

Issue - State: closed - Opened by krebso 9 months ago - 1 comment

#331 - Remove dependency of pytest-lazy-fixture which causes problems with pytest==8.0.0

Issue - State: open - Opened by annahedstroem 9 months ago

#330 - fixing pytest compatibility bug

Pull Request - State: closed - Opened by annahedstroem 9 months ago - 1 comment

#329 - numpy to cupy replacements

Pull Request - State: closed - Opened by annahedstroem 9 months ago

#328 - Bugfixes tabular data on explanation_func.py

Pull Request - State: closed - Opened by annahedstroem 10 months ago - 1 comment

#327 - add tabular tests to test_localisation_metrics.py

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

#326 - Update asserts.py

Pull Request - State: closed - Opened by annahedstroem 10 months ago

#325 - Lime with Relative Input Stability and Local Lipschitz Estimate

Issue - State: open - Opened by ddurmaz97 10 months ago - 1 comment

#324 - Error on certain XAI metrics for tabular data

Issue - State: closed - Opened by sallana22 10 months ago - 2 comments

#323 - The problem faced by GradCAM and Occlusion Sensitivity methods when dealing with images with more than 3 bands.

Issue - State: open - Opened by BEEILAB 11 months ago - 1 comment

#322 - * allow custom model

Pull Request - State: closed - Opened by aaarrti 11 months ago - 4 comments

#321 - Support Model-Agnostic Explainers

Issue - State: open - Opened by abarbosa94 11 months ago - 1 comment

#320 - Add new "compressibility" (complexity) metric

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

#319 - Add warning of deprecated argument (handle elegantly)

Pull Request - State: closed - Opened by annahedstroem 12 months ago - 1 comment

#318 - Added explain_func_kwargs to SmoothMPRT and zennit tests

Pull Request - State: closed - Opened by annahedstroem 12 months ago

#317 - New release 0.5.2 bugfix

Pull Request - State: closed - Opened by annahedstroem 12 months ago

#316 - fixing indent error

Pull Request - State: closed - Opened by annahedstroem 12 months ago - 1 comment

#315 - Update pandas version control and warn message for Model Parameter Randomisation Test

Pull Request - State: closed - Opened by annahedstroem 12 months ago - 1 comment

#314 - Bug fixes and expand quantus.evaluate func

Pull Request - State: closed - Opened by annahedstroem 12 months ago - 1 comment

#313 - add back sys typo

Pull Request - State: closed - Opened by annahedstroem 12 months ago

#312 - Mprt metrics

Pull Request - State: closed - Opened by annahedstroem 12 months ago

#311 - Make SmoothMPRT faster for torch (see implementation)

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

#310 - Refactor quantus.evaluate() and expand docstring with examples

Issue - State: closed - Opened by annahedstroem 12 months ago - 2 comments

#309 - tf-explain does not work with various data types, make more explicit to users

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

#308 - MPRT metrics: EfficientMPRT and SmoothMPRT

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

#307 - Unifying PR release v0.4.5

Pull Request - State: closed - Opened by annahedstroem almost 1 year ago

#306 - new release 0.4.4

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

#305 - Fix channels first issue

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

#304 - Infer_channel_first called even if channel_first is set

Issue - State: closed - Opened by sergedurand about 1 year ago - 3 comments

#303 - InputInvariance for CNN

Issue - State: open - Opened by h-moghaddam about 1 year ago

#302 - Py37 end of life

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

#301 - use numpy assertion for readability

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

#300 - Adding more explantation methods

Issue - State: open - Opened by youssefmecky96 about 1 year ago - 1 comment

#299 - Investigate vectorizing metric computation

Issue - State: open - Opened by aaarrti about 1 year ago

#298 - numpy version requirements

Issue - State: open - Opened by sltzgs about 1 year ago - 1 comment

#297 - test annotations

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

#296 - Pointing game need a tolerance margin option

Issue - State: open - Opened by Sangyu-Han about 1 year ago

#295 - Model interface segregation

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

#294 - Unify metric API

Pull Request - State: closed - Opened by aaarrti over 1 year ago - 5 comments

#293 - dynamic version fix

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

#292 - toml missing

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

#291 - Fixes on v0.4.2

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

#290 - Xai skill score

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

#289 - Fixed issue in max_sensitivity.py

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

#288 - Wrong implementation in max_sensitivity.py

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

#287 - remove redundant attributes_check

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

#286 - Make randomisation metrics batched

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

#285 - Inconsistent implementation of get_random_layer_generator for Torch and TF

Issue - State: open - Opened by aaarrti over 1 year ago
Labels: bug, refactoring

#284 - Wanna get perturbed inputs from robustness metrics

Issue - State: closed - Opened by Sangyu-Han over 1 year ago

#283 - Resolve softmax issues with pytorch_model.py

Pull Request - State: closed - Opened by dilyabareeva over 1 year ago - 2 comments

#282 - Update evaluation.py

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

#281 - test fix

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

#280 - Create transparency with respect to the metric’s individual data and model applicability

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

#279 - Create transparency with respect to the metric’s data and model applicability

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

#278 - update README.md

Pull Request - State: closed - Opened by aaarrti over 1 year ago - 2 comments

#277 - Pre-trained model loading API

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

#276 - Getting started tutorial needs to specify explain_fun for MaxSensitivity metric

Issue - State: closed - Opened by smachar over 1 year ago - 2 comments

#274 - Add black style check

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

#273 - minor typo in assert_attributions_order function

Issue - State: closed - Opened by jang1suh over 1 year ago - 2 comments

#272 - Investigate shape and data type type-hints.

Issue - State: closed - Opened by aaarrti over 1 year ago

#271 - Different SHA256 checksums for GitHub release and PyPi release

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

#270 - Toml + Tox Migration

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

#269 - Add py.typed

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

#268 - Some minor mistakes in the documentation

Issue - State: closed - Opened by EricKolibacz over 1 year ago - 2 comments

#267 - Write a short guide on how to use Quantus for different datasets (readthedocs.org)

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

#266 - Update requirements_test.txt

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

#264 - Review distance metrics and added squared distance as measure

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

#263 - add reqs via MANIFEST.ini

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

#262 - updated setuÃp.py with absolute path

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

#261 - Huggingface pip dependency issue Python 3.8

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

#260 - Python package bug

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

#259 - Updated python publish script

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

#258 - setuptools-bug fixed, extra_requires not correctly identified

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

#257 - Implement custom plot function

Issue - State: open - Opened by binh-nguyen49-jh over 1 year ago - 1 comment

#256 - Packaging

Pull Request - State: closed - Opened by annahedstroem over 1 year ago - 4 comments

#255 - 🚧

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

GitHub / understandable-machine-intelligence-lab/Quantus issues and pull requests