pbiecek/mi2 pbiecek/mi2

  • Stars
    star
    2
  • Language
    CSS
  • Created over 3 years ago
  • Updated over 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
pbiecek/mi2
github

pbiecek

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

mi2 against covid

More Repositories

1

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)
R
816
star
2

ema

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Jupyter Notebook
179
star
3

breakDown

Model Agnostics breakDown plots
R
102
star
4

archivist

A set of tools for datasets and plots archiving
HTML
74
star
5

XAIatERUM2020

Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
R
52
star
6

ceterisParibus

Ceteris Paribus Plots (What-If plots) for explanations of a single observation
Jupyter Notebook
41
star
7

xai_stories

XAI Stories. Case studies for eXplainable Artificial Intelligence
HTML
29
star
8

Przewodnik

Wersja 4.0 ,,Przewodnika po pakiecie R''
HTML
29
star
9

InterpretableMachineLearning2020

Lecture notes for 'Interpretable Machine Learning' at WUT and UoW. Summer semester 2019/2020
HTML
27
star
10

InterpretableMachineLearning2018S

Lecture notes for 'Interpretable Machine Learning' at WUW and UW. Summer semester 2018/2019
Jupyter Notebook
15
star
11

SmarterPoland_blog

HTML
13
star
12

PISA2012lite

datasets from PISA 2012 study
R
12
star
13

InterpretableMachineLearning2021

Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021
Jupyter Notebook
12
star
14

SmarterPoland

Set of tools developed by the Foundation SmarterPoland.pl [R package]
R
9
star
15

PogromcyDanych

R
8
star
16

BioColl2021

Notes for the tutorial "Introduction to Machine Learning with R" given at "Biometrisches Kolloquium 2021"
HTML
8
star
17

explainFIFA19

Show case for modelStudio based on FIFA 19 data
HTML
7
star
18

ddst

R package for Data driven smooth tests
R
6
star
19

xai_stories_2

XAI Stories 2.0. eXplainable Artificial Intelligence for Retail Analytics - case studies
TeX
6
star
20

vis_resources

Interesting resources related to DataVis, ModelVis, InfoVis
6
star
21

DataMining

Lecture notes for Advances in Data Mining
HTML
6
star
22

SPAG

Indexes of spatial agglomeration
R
5
star
23

UPC_2023

Introduction to eXplainable Machine Learning (XAI) at UPC (BarcelonaTech)
HTML
5
star
24

models

archivist repository with ML models
5
star
25

Talks

Conference talks and others
R
5
star
26

Diagnoza

Diagnoza Spoleczna, Social Diagnosis Objective and Subjective Quality of Life in Poland, data from http://diagnoza.com/
4
star
27

explainCOVID19

Test for COVID19 data and XAI/DALEX tools
4
star
28

TechnikiWizualizacjiDanych2018

Strona przedmiotu Techniki Wizualizacji Danych na wydziale MiNI PW
HTML
4
star
29

Open-Forest-Training-2021

HTML
3
star
30

EMR2023

Introduction to Responsible Machine Learning with examples in healthcare
HTML
3
star
31

automl_resources

Interesting resources related to AutoML
3
star
32

PISA2009lite

R
2
star
33

PM_VEE_examples

Examples for Predictive Models: Visual Exploration, Explanation and Debugging
HTML
2
star
34

bgmm

Gaussian Mixture Modeling algorithms. Including the belief-based mixture modeling [R package]
R
2
star
35

AdvancedR2018

Materials for WUT course Advanced Programming and Data Analysis with R
HTML
2
star
36

MOOC

Materiały dla kursu MOOC 2014
HTML
2
star
37

EuADS2023

EuADS Summer School – Data Science for Explainable and Trustworthy AI
HTML
2
star
38

challenges-xai-aging-aaai23

Supplementary materials to "Challenges facing the explainability of age prediction models: case study for two modalities"
2
star
39

AkademiaGECONiI

R
1
star
40

PISA2000lite

R
1
star
41

explainFIFA20

Show case for modelStudio based on ⚽⚽⚽FIFA 20 ⚽⚽⚽
HTML
1
star
42

explain_apartments

yet another modelStudio explainer, this time for apartment prices
1
star
43

xai-happiness

XAI use case based on world-happiness data
R
1
star
44

PISAdocs

How to work with PISA in R
1
star
45

DataProducts

Zajęcia z "Tworzenie ‘data-based products’ z programem R na MIM UW"
HTML
1
star
46

archivist2

Updated archivist, new function names, easier data management
HTML
1
star
47

graphGallery

HTML
1
star
48

live_simulations

Simulations and case studies concerning live package
HTML
1
star
49

CaseStudies2019W

Python
1
star
50

PIAAC

dataset from PIAAC study, converted from OECD website http://www.oecd.org/site/piaac/
R
1
star
51

pbiecek-website-old

My web page
HTML
1
star