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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 othersDiagnoza
Diagnoza Spoleczna, Social Diagnosis Objective and Subjective Quality of Life in Poland, data from http://diagnoza.com/explainCOVID19
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 ⚽⚽⚽xai-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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