dalex
There are 14 repositories under dalex topic.
ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
pbiecek/XAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
ModelOriented/DALEX-docs
Documentation for the DALEX project
MI2DataLab/modelDown_example
examples for modelDown, package that turns model into HTML pages
josesousaribeiro/XAI-Benchmark
This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Seeking to identify situations where XAI measures agreed or disagreed with each other.
hbaniecki/robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
Karol-Gawlowski/PolicyRenewals
Building binary predictors on a heavily imbalanced dataset - exercise on policy cross-selling [kaggle]
1055I3/c0d0n_u5463-8453d_54r5-c0v-2_pr073in_c1455ific47i0n
Elements of my term paper in Data Mining 2 at Faculty of Mathematics, University of Belgrade.
josesousaribeiro/eXirt-XAI-Pipeline
This is a repository for reproducibility purposes. In this research, a large number of datasets were used to create different ML models, which were then explained by XAI measures. Proposing a new measure of XAI called eXirt.
kapiblue/james-bond
A data science summer project with James Bond movies data.
PulmonomicsLab/mcdr-mtb-standalone-v2
Multi-class classification of drug resistance in MTB clinical isolates
SawickiBartosz/EMA_bank_churners
EMA (Exploratory model analysis) case study. Predicting credit card customers behaviour.
hbaniecki/compress-then-explain
Efficient and Accurate Explanation Estimation with Distribution Compression (ICML 2024 Workshops)
matt-dray/exterminate
:alarm_clock::baseball: Test: DALEX package and modelDown