billyl320
I am a postdoc at the University of Virginia. I like image data, the outdoors, and running.
http://rgalleon.com
Pinned Repositories
2d_shape_points
Describing 2D data using shape metrics
bccd_svm
SVM model based on interpretable features outperforms CNN based approaches by 5%.
COLS
compare_images
This is a basic R function that will plot two 1-channel images (or matrices) in R. It works for .csv files.
DAMG
Decision tree with automatic Model Generation
data
Data and code behind the stories and interactives at FiveThirtyEight
diceroll
Includes a function for simulating rolling n s sided dice where n=the number of dice; s=the number of sides on the dice
epics
Extracting Physical-Characteristics from Images of Chromatin Structures initial paper results
iceberg_ships
A random forest model which outperforms CNN based approaches for classifying icebergs and ships using SAR images.
SPEI
Shape proportion and encircled image-histogram code. Shape proportion and encircled image-histogram code. Requires code from "Image Operators: Image Processing in Python" by Dr. Jason M. Kinser.
billyl320's Repositories
billyl320/iceberg_ships
A random forest model which outperforms CNN based approaches for classifying icebergs and ships using SAR images.
billyl320/SPEI
Shape proportion and encircled image-histogram code. Shape proportion and encircled image-histogram code. Requires code from "Image Operators: Image Processing in Python" by Dr. Jason M. Kinser.
billyl320/2d_shape_points
Describing 2D data using shape metrics
billyl320/bccd_svm
SVM model based on interpretable features outperforms CNN based approaches by 5%.
billyl320/COLS
billyl320/compare_images
This is a basic R function that will plot two 1-channel images (or matrices) in R. It works for .csv files.
billyl320/DAMG
Decision tree with automatic Model Generation
billyl320/data
Data and code behind the stories and interactives at FiveThirtyEight
billyl320/diceroll
Includes a function for simulating rolling n s sided dice where n=the number of dice; s=the number of sides on the dice
billyl320/epics
Extracting Physical-Characteristics from Images of Chromatin Structures initial paper results
billyl320/histogram_equalization_example
billyl320/human_decision_tree_pills
billyl320/r_textbook_kickstarter
billyl320/SPEI-Paper
Code for experiments using SPEIs.
billyl320/tufte
Dublin (CA) weather visualization
billyl320/wbc_luke
Classification of malignent WBC
billyl320/zang_rotation_project
Integrated analysis of AR using RNA-seq and CHiP-seq data