5 results found Sort:

ModelOriented
modelStudio ModelOriented
32
328
gpl-3.0
21
📍 Interactive Studio for Explanatory Model Analysis
r ai iml xai human model machine learning explainable interactive interactivity interpretable visualization explainable-ai interpretability model-visualization explanatory-model-analysis explainable-machine-learning interpretable-machine-learning
Created 2019-07-10
361 commits to master branch, last one about a year ago
ReproModel
repromodel ReproModel
24
150
other
22
Boosting the AI research efficiency
ai dl ml llm toolbox pipeline experiment statistics explainable deep-learning interpretable research-tool models-library comparison-tool computer-vision reproducibility machine-learning reproducible-research artificial-intelligence
Created 2024-05-02
875 commits to dev branch, last one 3 months ago
AstraZeneca
awesome-shapley-value AstraZeneca
12
145
apache-2.0
2
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
xai lime shap shapley owen-value explainable data-science deep-learning shapley-value explainability explainable-ai explainable-ml shapley-q-value machine-learning shapley-decomposition artificial-intelligence shapley-additive-explanations explainable-artificial-intelligence
Created 2022-04-29
87 commits to master branch, last one 2 years ago
MI2DataLab
survshap MI2DataLab
15
82
mit
6
SurvSHAP(t): Time-dependent explanations of machine learning survival models
cph xai shap model machine censored learning survival cox-model explainable brier-scores biostatistics interpretable time-to-event cox-regression explainable-ai machinelearning survival-analysis variable-importance probabilistic-machine-learning
Created 2022-08-03
92 commits to main branch, last one about a year ago
rehmanzafar
xai-iml-sota rehmanzafar
17
72
unknown
6
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
iml xai explainable researchers explaining-ai interpretable explainable-ml interpretability machine-learning human-in-the-loop explainable-models explanation-methods interpretable-models interpretable-learning model-interpretability deep-learning-visualization interactive-machine-learning interpretable-machine-learning human-in-the-loop-machine-learning explainable-artificial-intelligence
Created 2019-06-27
102 commits to master branch, last one 2 years ago