Pinned Repositories
MI2-DobreRady
Zbiór rzeczy o których warto pamiętać przygotowując pracę dyplomową lub przygotowując się do obrony
MI2-prace-dyplomowe
Find out more at: http://mi2.mini.pw.edu.pl/
MI2DataLab_Seminarium
Materiały z seminariów prowadzonych w MI^2 DataLabie.
pyBreakDown
Python implementation of R package breakDown
ResponsibleML-UseR2021
Materials for ,,Introduction to Responsible ML at UseR!2021''
ResponsibleML-UseR2022
Materials for ,,Introduction to Responsible ML at UseR!2022''
survshap
SurvSHAP(t): Time-dependent explanations of machine learning survival models
SwinSMT
[MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation
WildNLP
XAI-tools
MI2.AI's Repositories
MI2DataLab/survshap
SurvSHAP(t): Time-dependent explanations of machine learning survival models
MI2DataLab/WildNLP
MI2DataLab/pyBreakDown
Python implementation of R package breakDown
MI2DataLab/MI2DataLab_Seminarium
Materiały z seminariów prowadzonych w MI^2 DataLabie.
MI2DataLab/SwinSMT
[MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation
MI2DataLab/ResponsibleML-UseR2022
Materials for ,,Introduction to Responsible ML at UseR!2022''
MI2DataLab/survxai
Explanations for survival models
MI2DataLab/HADES
A powerful tool for comparing similarly structured documents
MI2DataLab/rashomon-quartet
Performance is not enough: the story of Rashomon's quartet
MI2DataLab/fooling-partial-dependence
Fooling Partial Dependence via Data Poisoning (ECML PKDD 2022)
MI2DataLab/xlungs-trustworthy-los-prediction
Trustworthy LoS Prediction Based on Multi-modal Data (AIME 2023)
MI2DataLab/LIMEcraft
LIMEcraft: Handcrafted superpixel selectionand inspection for Visual eXplanations
MI2DataLab/MI2-prace-dyplomowe
Find out more at: http://mi2.mini.pw.edu.pl/
MI2DataLab/tidycharts
https://mi2datalab.github.io/tidycharts/
MI2DataLab/SeFNet-Healthcare
This repository contains code and resources that can be used to reproduce the results presented in the article "SeFNet: Bridging Tabular Datasets with Semantic Feature Nets"
MI2DataLab/crs19-monitor
Monitor of SARS-CoV-2 variants and mutations
MI2DataLab/MI2-DobreRady
Zbiór rzeczy o których warto pamiętać przygotowując pracę dyplomową lub przygotowując się do obrony
MI2DataLab/survival-xai-tutorial
Materials for tutorial: Dancing with censored data: how to survive with explainable survival analysis? at MLinPL 2023
MI2DataLab/agg2exp
MI2DataLab/autoexplainer
Automated explanation selection for convolutional neural networks
MI2DataLab/interpret-time-to-event
Interpretable machine learning for time-to-event prediction in medicine and healthcare (Artificial Intelligence in Medicine, 2025)
MI2DataLab/RAMAI
This repository consists of collected data and code used to conduct studies described in the "Resistance Against Manipulative AI: Key Factors and Possible Actions" article, which was presented at 27th European Conference on Artificial Intelligence (2024).
MI2DataLab/Rashomon-detect
Rashomon-detect algorithm
MI2DataLab/Semantic-metaNet
MI2DataLab/be-careful-evaluating-explanations
Be careful when evaluating explanations regarding ground truth
MI2DataLab/44-tv
MI2DataLab/DeCoviD
Detection of Covid-19 related markers of pulmonary changes using Deep Neural Networks models supported by eXplainable Artificial Intelligence and Cognitive Compressed Sensing
MI2DataLab/iema
The Grammar of Interactive Explanatory Model Analysis
MI2DataLab/MI2_Logos
MI2DataLab/xlungs_www
Website of xlungs project