dalex

There are 0 repository under dalex topic.

DALEX
ModelOriented / DALEX
moDel Agnostic Language for Exploration and eXplanation
machine-learning interpretability data-science xai iml model-visualization dalex explanations explainable-ai explainable-artificial-intelligence predictive-modeling black-box explainable-ml interpretable-machine-learning explanatory-model-analysis responsible-ai responsible-ml fairness
Language:Python 1353
pbiecek / XAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
explainable-ai interpretable-machine-learning dalex explanatory-model-analysis
Language:R 52
DALEX-docs
ModelOriented / DALEX-docs
Documentation for the DALEX project
dalex documentation python r jupyter-notebook vignette
Language:Jupyter Notebook 34
MI2DataLab / modelDown_example
examples for modelDown, package that turns model into HTML pages
xai iml dalex modelvis
8
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.
ciu cluster dalex eli5 model shap skater xai lofo
Language:Jupyter Notebook 2
hbaniecki / robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
dalex explainable-ai explainable-machine-learning explanatory-model-analysis feature-attribution iml interpretable-machine-learning partial-dependence-plot accumulated-local-effects
Language:Jupyter Notebook 1
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.
ciu dalex eli5 explainable-ai lofo machine-learning shap skater xai exirt info-gain
Language:Jupyter Notebook 0
kapiblue / james-bond
A data science summer project with James Bond movies data.
james-bond dalex explainable-ai knitr movies plotly
Language:HTML 0
Karol-Gawlowski / PolicyRenewals
Building binary predictors on a heavily imbalanced dataset - exercise on policy cross-selling [kaggle]
eda insurance cross-selling h2oai neural-network gbm feature-engineering caret dalex
Language:R 0
PulmonomicsLab / mcdr-mtb-standalone-v2
Multi-class classification of drug resistance in MTB clinical isolates
bwa-mem caret dalex drug-resistance-prediction explainable-ai freebayes machine-learning multiclass-classification multilayer-perceptron mycobacterium-tuberculosis r samtools shap shell-script trimgalore variant-calling vcf whole-genome-sequencing
Language:Shell 0
SawickiBartosz / EMA_bank_churners
EMA (Exploratory model analysis) case study. Predicting credit card customers behaviour.
dalex python3 xai
Language:Jupyter Notebook 0
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.
bioinformatics data-mining keras-tensorflow scikit-learn university-project annoy dtreeviz opentsne seaborn xgboost dalex
Language:Jupyter Notebook
hbaniecki / compress-then-explain
Efficient and Accurate Explanation Estimation with Distribution Compression (ICML 2024 Workshops)
explainable-ai interpretable-machine-learning sage shap goodpoints kernel-thinning dalex feature-attribution pdp
Language:Python
matt-dray / exterminate
:alarm_clock::baseball: Test: DALEX package and modelDown
dalex modeldown r rstats
Language:R

dalex

ModelOriented / DALEX

pbiecek / XAIatERUM2020

ModelOriented / DALEX-docs

MI2DataLab / modelDown_example

josesousaribeiro / XAI-Benchmark

hbaniecki / robust-feature-effects

josesousaribeiro / eXirt-XAI-Pipeline

kapiblue / james-bond

Karol-Gawlowski / PolicyRenewals

PulmonomicsLab / mcdr-mtb-standalone-v2

SawickiBartosz / EMA_bank_churners

1055I3 / c0d0n_u5463-8453d_54r5-c0v-2_pr073in_c1455ific47i0n

hbaniecki / compress-then-explain

matt-dray / exterminate