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MI^2 DataLab (@MI2DataLab)

MI2DataLab

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JavaScript
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Location 🇵🇱 Poland
Country Total Rank 762
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17

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Python
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CSS
279

Java
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survshap

SurvSHAP(t): Time-dependent explanations of machine learning survival models

Jupyter Notebook

WildNLP

pyBreakDown

Python implementation of R package breakDown

MI2DataLab_Seminarium

Materiały z seminariów prowadzonych w MI^2 DataLabie.

XAI-tools

memr

R package for Multisource Embeddings for Medical Records

ResponsibleML-UseR2021

Materials for ,,Introduction to Responsible ML at UseR!2021''

ResponsibleML-UseR2022

Materials for ,,Introduction to Responsible ML at UseR!2022''

survxai

Explanations for survival models

SwinSMT

Code snippets for "Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation"

modelDown_example

examples for modelDown, package that turns model into HTML pages

HADES

A powerful tool for comparing similarly structured documents

xlungs-trustworthy-los-prediction

Trustworthy LoS Prediction Based on Multi-modal Data (AIME 2023)

rashomon-quartet

Performance is not enough: the story of Rashomon's quartet

fooling-partial-dependence

Fooling Partial Dependence via Data Poisoning (ECML PKDD 2022)

MI2-prace-dyplomowe

Find out more at: http://mi2.mini.pw.edu.pl/

tidycharts

https://mi2datalab.github.io/tidycharts/

LIMEcraft

LIMEcraft: Handcrafted superpixel selectionand inspection for Visual eXplanations

Jupyter Notebook

MI2-DobreRady

Zbiór rzeczy o których warto pamiętać przygotowując pracę dyplomową lub przygotowując się do obrony

crs19-monitor

Monitor of SARS-CoV-2 variants and mutations

nlp_interpretability_framework

Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems

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"

rai-covid

Responsible Prediction Making of COVID-19 Mortality (AAAI 2021)

call-for-collaborators

Summer projects in the MI2 DataLab

KRAB_ZNF

KRAB-ZNF explorer - expression of KRAB-ZNF- transcription factors in The Cancer Genome Atlas study

elo-based-measure

Rashomon-detect

Rashomon-detect algorithm

ceterisParibusExt

Experimental Extensions for Ceteris Paribus Package

disco-nmt

Context-aware NMT a.k.a. DISCOurse NMT

Semantic-metaNet

autoexplainer

Automated explanation selection for convolutional neural networks

Jupyter Notebook

interpret-time-to-event

Jupyter Notebook

survival-xai-tutorial

Materials for tutorial: Dancing with censored data: how to survive with explainable survival analysis? at MLinPL 2023

Jupyter Notebook