billyl320

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/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