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xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive ModelsbreakDown
Model Agnostics breakDown plotsarchivist
A set of tools for datasets and plots archivingXAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020ceterisParibus
Ceteris Paribus Plots (What-If plots) for explanations of a single observationxai_stories
XAI Stories. Case studies for eXplainable Artificial IntelligencePrzewodnik
Wersja 4.0 ,,Przewodnika po pakiecie R''InterpretableMachineLearning2020
Lecture notes for 'Interpretable Machine Learning' at WUT and UoW. Summer semester 2019/2020InterpretableMachineLearning2018S
Lecture notes for 'Interpretable Machine Learning' at WUW and UW. Summer semester 2018/2019SmarterPoland_blog
PISA2012lite
datasets from PISA 2012 studyInterpretableMachineLearning2021
Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021SmarterPoland
Set of tools developed by the Foundation SmarterPoland.pl [R package]PogromcyDanych
BioColl2021
Notes for the tutorial "Introduction to Machine Learning with R" given at "Biometrisches Kolloquium 2021"explainFIFA19
Show case for modelStudio based on FIFA 19 dataddst
R package for Data driven smooth testsxai_stories_2
XAI Stories 2.0. eXplainable Artificial Intelligence for Retail Analytics - case studiesvis_resources
Interesting resources related to DataVis, ModelVis, InfoVisDataMining
Lecture notes for Advances in Data MiningSPAG
Indexes of spatial agglomerationUPC_2023
Introduction to eXplainable Machine Learning (XAI) at UPC (BarcelonaTech)models
archivist repository with ML modelsTalks
Conference talks and othersexplainCOVID19
Test for COVID19 data and XAI/DALEX toolsTechnikiWizualizacjiDanych2018
Strona przedmiotu Techniki Wizualizacji Danych na wydziale MiNI PWOpen-Forest-Training-2021
EMR2023
Introduction to Responsible Machine Learning with examples in healthcareautoml_resources
Interesting resources related to AutoMLPISA2009lite
PM_VEE_examples
Examples for Predictive Models: Visual Exploration, Explanation and Debuggingbgmm
Gaussian Mixture Modeling algorithms. Including the belief-based mixture modeling [R package]AdvancedR2018
Materials for WUT course Advanced Programming and Data Analysis with RMOOC
Materiały dla kursu MOOC 2014mi2
mi2 against covidEuADS2023
EuADS Summer School – Data Science for Explainable and Trustworthy AIchallenges-xai-aging-aaai23
Supplementary materials to "Challenges facing the explainability of age prediction models: case study for two modalities"AkademiaGECONiI
PISA2000lite
explainFIFA20
Show case for modelStudio based on ⚽⚽⚽FIFA 20 ⚽⚽⚽explain_apartments
yet another modelStudio explainer, this time for apartment pricesxai-happiness
XAI use case based on world-happiness dataPISAdocs
How to work with PISA in RDataProducts
Zajęcia z "Tworzenie ‘data-based products’ z programem R na MIM UW"archivist2
Updated archivist, new function names, easier data managementgraphGallery
live_simulations
Simulations and case studies concerning live packageCaseStudies2019W
PIAAC
dataset from PIAAC study, converted from OECD website http://www.oecd.org/site/piaac/pbiecek-website-old
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