Rhys Compton's repositories
obfuscated-code2vec
Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020
github-scraper
Python package to download GitHub source code for specific file types easily
ood-generalization
Code for the paper "When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations"
I2K-Tutorial
Tutorial Assets and Guides for the 2020 I2K WekaDeeplearning4j tutorial
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
global-stock-vis
Visualisation of financial stock data using CesiumJS
img-to-csv
Simple script to convert an image into CSV format (rows of RGB values)
kaggle-competitions
A collection of my submissions for different Kaggle competitions
non-roi-masking
Evaluation of non-ROI masking to improve OOD generalization in chest x-ray disease classification
shrunken-centroid-weka
A WEKA implementation of the Shrunken Centroid Classifier as written at https://www.pnas.org/content/99/10/6567.long
wekaDeeplearning4j
Weka package for the Deeplearning4j java library
your-life-in-weeks
Unofficial "Your Life In Weeks" Chrome extension - provides a simple reflective overview of your life
text-od-robustness
Evaluating the robustness of text-conditioned OD models such as MDETR
Awesome-Profile-README-templates
A collection of awesome readme templates to display on your profile
ClinicalDG
An Empirical Framework for Domain Generalization In Clinical Settings
deeplearning4j
Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark
image-size
An empirical analysis on the effects of image size & model capacity on chest x-ray based disease classification
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ScoreCAM-DL4J
Implementation of the Score-CAM saliency map generation method, using Deeplearning4j/ND4J
vision
Datasets, Transforms and Models specific to Computer Vision