Pinned Repositories
austriannames
BabyNamesWizard
A shiny app in R to visualize name popularity in the US between 1880 and 2013
bagging-in-R
Companion code for http://amunategui.github.io/bagging-in-R/
courseraDSP3
Getting and Cleaning Data
E-Commerce1
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
GoogleGCP1
manningliveproject-001
pubmed-query
Companion code for http://amunategui.github.io/pubmed-query/
wesv1
wesv1
VKON's Repositories
VKON/courseraDSP3
Getting and Cleaning Data
VKON/wesv1
wesv1
VKON/austriannames
VKON/BabyNamesWizard
A shiny app in R to visualize name popularity in the US between 1880 and 2013
VKON/bagging-in-R
Companion code for http://amunategui.github.io/bagging-in-R/
VKON/E-Commerce1
VKON/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
VKON/GoogleGCP1
VKON/manningliveproject-001
VKON/pubmed-query
Companion code for http://amunategui.github.io/pubmed-query/
VKON/Read-and-Process-Files-Larger-Than-RAM
Using the function read.table() to break file into chunks to loop and process them. This allows processing files of any size beyond what the machine's RAM can handle. Companion code for youtube: https://www.youtube.com/watch?v=Z5rMrI1e4kM
VKON/Recommender
VKON/SMOTE-Oversample-Rare-Events
Youtube companion (https://www.youtube.com/watch?v=1Mt7EuVJf1A&feature=youtu.be) - Brief introduction to the SMOTE R package to super-sample/ over-sample imbalanced data sets. SMOTE will use bootstrapping and k nearest neighbor to synthetically create additional observations. SMOTE white paper: https://www.jair.org/media/953/live-953-2037-jair.pdf
VKON/Sparse-Matrices-And-GLMNET-Demo
Walk-through of sparse matrices in R and basic use of them in GLMNET. Companion code for Youtube talk: https://www.youtube.com/watch?v=Ysh2gs8VKvQ
VKON/string-distance-on-large-factors
Companion code for walkthrough: http://amunategui.github.io/stringdist/
VKON/the-unix-workbench
:house_with_garden: A Book for Anyone to Get Started with Unix
VKON/unix
VKON/VUT
Simulation of a robust stoichiometric feeding algorithm in CHO cell culture using a metabolic model and uncertainty trajectories
VKON/Wiley-ADCR
Repository for the book "Automated Data Collection with R"