6 results found Sort:

ModelOriented
DALEX ModelOriented
168
1.4k
gpl-3.0
50
moDel Agnostic Language for Exploration and eXplanation
iml xai dalex fairness black-box data-science explanations explainable-ai explainable-ml responsible-ai responsible-ml interpretability machine-learning model-visualization predictive-modeling explanatory-model-analysis interpretable-machine-learning explainable-artificial-intelligence
Created 2018-02-18
687 commits to master branch, last one 2 months ago
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
pbiecek
ema pbiecek
39
185
unknown
18
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
xai examine explain explore machine-learning predictive-models model-visualization explanatory-model-analysis
Created 2018-09-05
463 commits to master branch, last one about a year ago
ModelOriented
survex ModelOriented
10
104
gpl-3.0
7
Explainable Machine Learning in Survival Analysis
r xai shap cox-model r-package brier-scores biostatistics censored-data time-to-event cox-regression explainable-ai explainable-ml interpretable-ml machine-learning survival-analysis variable-importance explanatory-model-analysis explainable-machine-learning interpretable-machine-learning probabilistic-machine-learning
Created 2022-08-31
480 commits to main branch, last one 6 months ago
ModelOriented
treeshap ModelOriented
24
81
gpl-3.0
14
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
iml xai shap shapley-value explainability explainable-ai responsible-ml interpretability machine-learning explanatory-model-analysis interpretable-machine-learning explainable-artificial-intelligence
Created 2020-07-30
232 commits to master branch, last one 11 months ago
pbiecek
XAIatERUM2020 pbiecek
11
52
unknown
9
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
dalex explainable-ai explanatory-model-analysis interpretable-machine-learning
Created 2020-06-18
11 commits to master branch, last one 3 years ago