subpopulation

There are 0 repository under subpopulation topic.

textflint
textflint / textflint
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
model-robustness adversarial-samples text-transformations text-augmentation robustness-analysis data-augmentation transformation subpopulation attack
Language:Python 628
JEFworks-Lab / HoneyBADGER
HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data
single-cell-analysis single-cell-rna-seq cnv-detection transcriptomics subpopulation hmm bayesian heterogeneity bioinformatics
Language:R 95
YyzHarry / SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
benchmark domain-generalization out-of-distribution subgroup subpopulation subpopulation-shift class-imbalance ood-generalization ood-robustness spurious-correlations icml icml-2023
Language:Python 88
JEFworks / MUDAN
Multi-sample Unified Discriminant ANalysis
linear-discriminant-analysis single-cell subpopulation transcriptomics visualization
Language:R 69
YyzHarry / shortcut-ood-fairness
The Limits of Fair Medical Imaging AI In The Wild
algorithmic-fairness bias-mitigation fairness medical-imaging ood-generalization out-of-distribution shortcut-learning shortcuts spurious-correlations subpopulation
Language:Python 11
jr-leary7 / SCISSORS
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
Language:R 7
YyzHarry / vlm-fairness
Demographic Bias of Vision-Language Foundation Models in Medical Imaging
algorithmic-fairness bias-mitigation fairness foundation-models medical-imaging ood-generalization subpopulation vision-language-model vision-language-pretraining
Language:Python 7
asmagen / hierarchicalSingleCell
An R package to robustly identify subpopulations in single-cell RNASeq data.
scrnaseq rna-seq r clustering dendrogram single-cell subpopulation
Language:Jupyter Notebook 4
ehsanx / SurveyDataAnalysis
Survey Data Analysis using R
r stata survey data analysis nhanes se ci variance subpopulation
3