Pinned Repositories
adaptive-wavelets
Adaptive, interpretable wavelets across domains (NeurIPS 2021)
clinical-rule-vetting
Learning clinical-decision rules with interpretable models.
covid19-severity-prediction
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
imodels-experiments
Experiments with experimental rule-based models to go along with imodels.
iterative-Random-Forest
Python implementation of iterative-random-forests
molecular-partner-prediction
Predicting successful CME events using only clathrin markers. 🦠📈
simChef
An R package to facilitate PCS simulation studies.
stadisc
Code and notebooks to reproduce results in the staDISC paper.
vds-book-supplementary
veridical-flow
Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.
Yu-Group's Repositories
Yu-Group/covid19-severity-prediction
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
Yu-Group/adaptive-wavelets
Adaptive, interpretable wavelets across domains (NeurIPS 2021)
Yu-Group/veridical-flow
Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.
Yu-Group/iterative-Random-Forest
Python implementation of iterative-random-forests
Yu-Group/simChef
An R package to facilitate PCS simulation studies.
Yu-Group/vds-book-supplementary
Yu-Group/clinical-rule-vetting
Learning clinical-decision rules with interpretable models.
Yu-Group/imodels-experiments
Experiments with experimental rule-based models to go along with imodels.
Yu-Group/stadisc
Code and notebooks to reproduce results in the staDISC paper.
Yu-Group/staNMF
stability driven NMF
Yu-Group/dgpoix
Generate synthetic data that is as fresh as the real thing
Yu-Group/staDRIP
Code and PCS documentation for staDRIP paper
Yu-Group/vdocs
An R package for beautiful and easy documentation of PCS-style analyses
Yu-Group/interaction_selection
code for interaction selection
Yu-Group/mjo
Interpretable forecasting of the Madden-Julian Oscillation
Yu-Group/molecular-partner-prediction
Predicting successful CME events using only clathrin markers. 🦠📈
Yu-Group/neuroimaging-analysis
Analysis of neuroimaging tissue from the Berkeley Advanced Imaging Center.
Yu-Group/transfer-learning
Understanding transfer learning.
Yu-Group/vthemes
An R package with modern themes for ggplot2 and R Markdown documents
Yu-Group/autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
Yu-Group/covid19-matching
Yu-Group/epistasis-cardiac-hypertrophy
Code for manuscript "Epistasis regulates genetic control of cardiac hypertrophy"
Yu-Group/stat-215a-fall-2020
STAT 215A course website for Fall 2020.
Yu-Group/stat-215a-fall-2021
Yu-Group/yugroup-website
Website for yu group
Yu-Group/stat-215a-fall-2023
Yu-Group/covid19-dashboard
Dashboard for comparing different counties.
Yu-Group/r-dev
Materials for Yu Group software series R presentation on 04/27/2022.
Yu-Group/sMPS2
Code for manuscript "A simplified MyProstateScore2.0 for high-grade prostate cancer"
Yu-Group/stat-215a-fall-2022