8 results found Sort:

oegedijk
explainerdashboard oegedijk
331
2.3k
mit
23
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 6 months ago
MicrosoftEdge
MSEdgeExplainers MicrosoftEdge
218
1.3k
cc-by-4.0
131
Home for explainer documents originated by the Microsoft Edge team
explainer standards webplatform microsoft-edge
Created 2018-12-06
595 commits to main branch, last one 19 hours ago
interpretml
interpret-community interpretml
85
423
mit
20
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
python pytorch explainer deep-learning mimic-explainer machine-learning tabular-explainer explanationdashboard interpretable-models
Created 2019-09-25
482 commits to main branch, last one 6 months ago
interpretml
interpret-text interpretml
69
419
mit
19
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
nlp npm python azure-sdk explainer nlp-models data-analyst linear-models nlp-scenarios data-scientists jupyter-notebook microsoft-azureml local-explanations grey-box-explainers text-classification glass-box-explainers text-interpretability black-box-explanations visualization-dashboard
Created 2019-09-04
152 commits to main branch, last one 10 months ago
VaibhavAcharya
code-gpt VaibhavAcharya
37
352
unknown
7
Make sense of any code, anytime. 🚀
ai code vscode comments explainer vscode-extension
Created 2023-02-07
25 commits to master branch, last one about a year ago
AlexDuvalinho
GraphSVX AlexDuvalinho
17
61
unknown
2
Explanation method for Graph Neural Networks (GNNs)
gnn graphs explainer explainable-ai
Created 2021-04-13
16 commits to master branch, last one 2 years ago
xiangwang1223
reinforced_causal_explainer xiangwang1223
4
32
unknown
2
Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022
explainer tpami2022 gnn-explainer causal-screening post-hoc-explanation graph-neural-networks reinforcement-learning-agent
Created 2022-04-14
5 commits to master branch, last one 2 years ago
Mabi19
numbers Mabi19
2
30
unknown
1
An interactive exploration of various number formats
explainer floating-point
Created 2023-06-09
173 commits to main branch, last one about a month ago