7 results found Sort:

oegedijk
explainerdashboard oegedijk
324
2.3k
mit
22
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
xai dash shap plotly dashboard explainer shap-values xai-library inner-workings data-scientists interactive-plots model-predictions interactive-dashboards permutation-importances
Created 2019-10-30
1,373 commits to master branch, last one 8 days ago
EthicalML
xai EthicalML
161
1.1k
mit
43
XAI - An eXplainability toolbox for machine learning
ai ml xai bias imbalance evaluation upsampling xai-library downsampling explainability explainable-ai explainable-ml bias-evaluation interpretability machine-learning feature-importance artificial-intelligence machine-learning-explainability
Created 2019-01-11
91 commits to master branch, last one 2 years ago
keisen
tf-keras-vis keisen
45
311
mit
8
Neural network visualization toolkit for tf.keras
xai keras python gradcam grad-cam saliency keras-vis score-cam tensorflow xai-library deep-learning saliency-maps visualization explainability explainable-ai explainable-ml gradcam-plus-plus keras-visualization activation-maximization
Created 2019-10-31
395 commits to master branch, last one 3 months ago
mmschlk
shapiq mmschlk
6
60
mit
2
Shapley Interactions for Machine Learning
xai python xai-library visualization explainable-ai feature-importance feature-interactions
Created 2023-10-17
652 commits to main branch, last one 17 days ago
szandala
TorchPRISM szandala
7
47
mit
4
Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework
xai pytorch xai-library explainable-ai trustworthy-ai neural-networks explainable-machine-learning
Created 2021-01-22
44 commits to master branch, last one about a year ago
mmschlk
iXAI mmschlk
2
47
mit
2
Fast and incremental explanations for online machine learning models. Works best with the river framework.
xai-library online-learning machine-learning
Created 2022-09-02
180 commits to main branch, last one 8 months ago
biaslyze-dev
biaslyze biaslyze-dev
1
34
bsd-3-clause
3
The NLP Bias Identification Toolkit
nlp xai-library ethics-in-ai explainable-ai machine-learning
Created 2023-01-19
285 commits to main branch, last one 9 months ago