Pinned Repositories
clinspacy
Clinical Natural Language Processing using spaCy, scispacy, and medspacy
gpmodels
A Grammar of Prediction Models
modelrecon
Assessing Prediction Models in the Presence of Resource Constraints
RendereR
rjs
R in JavaScript
runway
Visualizing Prediction Model Performance
TidyTable.jl
Julia package that wraps the R tidytable package (tidyverse syntax with the speed of data.table)
wizard
Windowed Summarization for Autoregressive Data
Tidier.jl
Meta-package for data analysis in Julia, modeled after the R tidyverse.
TidierData.jl
Tidier data transformations in Julia, modeled after the dplyr/tidyr R packages.
kdpsingh's Repositories
kdpsingh/clinspacy
Clinical Natural Language Processing using spaCy, scispacy, and medspacy
kdpsingh/runway
Visualizing Prediction Model Performance
kdpsingh/rjs
R in JavaScript
kdpsingh/wizard
Windowed Summarization for Autoregressive Data
kdpsingh/TidyTable.jl
Julia package that wraps the R tidytable package (tidyverse syntax with the speed of data.table)
kdpsingh/RendereR
kdpsingh/gpmodels
A Grammar of Prediction Models
kdpsingh/covid19_ml_education
This repository contain a dataset describing the urgency of admission among COVID-19 patients, intended for use in a predictive modeling or supervised machine learning course.
kdpsingh/Evaporate
kdpsingh/splash
Splashing a User Interface onto h2o MOJO Files
kdpsingh/va-aki-model
A repository to accompany our draft paper entitled "Sex differences and generalizability across health systems in the prediction of acute kidney injury"
kdpsingh/edi_validation
This repository accompanies our analysis of the Epic Deterioration Index model at Michigan Medicine.
kdpsingh/modelrecon
Assessing Prediction Models in the Presence of Resource Constraints
kdpsingh/seismometer
AI model evaluation with a focus on healthcare
kdpsingh/adv-r
Advanced R programming: a book
kdpsingh/askmusic
kdpsingh/askmusic_binder_env
kdpsingh/Cleaner.jl
A toolbox of simple solutions for common data cleaning problems.
kdpsingh/cornea-nlp
The repository provides the source code to reproduce the results of the paper "Natural Language Processing to Quantify Microbial Keratitis Measurements" (currently under review).
kdpsingh/cornea-nlp-mk-qualitative
The repository provides the source code to reproduce the results of the paper "Development and Validation of a Natural Language Processing Algorithm to Extract Descriptors of Microbial Keratitis from the Electronic Health Record" (currently under review).
kdpsingh/General
The official registry of general Julia packages
kdpsingh/h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
kdpsingh/markdownapp
OpenCPU Markdown App
kdpsingh/mastering-shiny
Mastering Shiny: a book
kdpsingh/mlr3
mlr3: Machine Learning in R - next generation
kdpsingh/mlr3book
Introduction to mlr3
kdpsingh/RforKids
kdpsingh/shiny-wordcloud
kdpsingh/treesnip
Parsnip backends for `tree`, `lightGBM` and `Catboost`
kdpsingh/wizard_old