subpopulation

Here are 9 public repositories matching this topic...

textflint / textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

attack transformation data-augmentation subpopulation text-transformations adversarial-samples text-augmentation model-robustness robustness-analysis

Updated Sep 27, 2022
Python

YyzHarry / SubpopBench

Star

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

benchmark spurious-correlations class-imbalance subpopulation icml subgroup out-of-distribution domain-generalization ood-generalization ood-robustness subpopulation-shift icml-2023

Updated Jul 10, 2023
Python

JEFworks-Lab / HoneyBADGER

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HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

hmm bioinformatics bayesian transcriptomics subpopulation heterogeneity single-cell-rna-seq single-cell-analysis cnv-detection

Updated Jul 19, 2021
R

JEFworks / MUDAN

Star

Multi-sample Unified Discriminant ANalysis

visualization transcriptomics single-cell subpopulation linear-discriminant-analysis

Updated Apr 11, 2023
R

YyzHarry / shortcut-ood-fairness

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[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

medical-imaging spurious-correlations shortcuts fairness subpopulation generalization algorithmic-fairness out-of-distribution bias-mitigation shortcut-learning ood-generalization nature-medicine

Updated Dec 30, 2024
Python

YyzHarry / vlm-fairness

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[Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging

medical-imaging fairness subpopulation algorithmic-fairness bias-mitigation ood-generalization foundation-models vision-language-pretraining vision-language-model

Updated Mar 28, 2025
Python

jr-leary7 / SCISSORS

Star

SCISSORS builds upon the Louvain graph-based clustering in Seurat by optimizing parameter selection when reclustering cell groups, with an eye towards identifying rare cell types.

cluster subpopulation seurat rare-cells cell-type-identification

Updated May 5, 2026
R

asmagen / hierarchicalSingleCell

Star

An R package to robustly identify subpopulations in single-cell RNASeq data.

rna-seq r clustering single-cell subpopulation scrnaseq dendrogram

Updated Jan 29, 2019
Jupyter Notebook

ehsanx / SurveyDataAnalysis

Star

Survey Data Analysis using R

data r analysis ci stata survey variance subpopulation se nhanes

Updated Oct 24, 2020

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