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Karandeep Singh's Projects

adv-r icon adv-r

Advanced R programming: a book

babylon.js icon babylon.js

Babylon.js: a complete JavaScript framework for building 3D games with HTML 5 and WebGL

barcodedemo icon barcodedemo

Very basic demo of the BarcodeScanner Plugin for PhoneGap Build

cleaner.jl icon cleaner.jl

A toolbox of simple solutions for common data cleaning problems.

clinspacy icon clinspacy

Clinical Natural Language Processing using spaCy, scispacy, and medspacy

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cornea-nlp icon 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).

cornea-nlp-mk-qualitative icon 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).

covid19_ml_education icon 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.

edi_validation icon edi_validation

This repository accompanies our analysis of the Epic Deterioration Index model at Michigan Medicine.

forestjs icon forestjs

Random Forest implementation for JavaScript. Supports arbitrary weak learners. Includes interactive demo.

general icon general

The official registry of general Julia packages

h2o-3 icon 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.

jekyll-now icon jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

mlr3 icon mlr3

mlr3: Machine Learning in R - next generation

modelrecon icon modelrecon

Assessing Prediction Models in the Presence of Resource Constraints

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