Varun Nair's repositories
DataPlus2018
Data+ Team 10: Energy Infrastructure Map of the World
DiffPruning
Parameter Efficient Transfer Learning with Diff Pruning
DukeAIforArt
2019 submission by Daniel Tao and Varun Nair to the Duke AI for Art Competition.
ARChemistry
Augmented Reality Chemistry Visualizer, an app that allows you to view molecules and their properties in AR through an Android phone.
Cascade-Mask-RCNN
Cascade Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow, based on matterport mrcnn
cocoapi
COCO API - Dataset @ http://cocodataset.org/
codeLinc2016
Web application that incentives volunteering activities within the Junior Achievement organization - 2nd place codeLinc3.0 Lincoln Financial Hackathon.
CollegeNav
Android app that serves as a navigational tool for college students to quickly find important college campus buildings and share their location with friends.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
hackduke2018
Project repo for HackDuke 2018, hackathon for social good.
heroku-hackduke2018
Repository for ucharity, a ReactJS website that connects you with charities that do the most good.
mixmatch
[INCOMPLETE] An implementation of the semi-supervised learning repository, MixMatch, with support for implementing custom image classification datasets. All credit for MixMatch and the original repository goes to Berthelot et. al.
onepagepapers
One page summaries of various machine learning and AI papers that I've read in my research.
PhoenixNow
This app facilitates signins and roll calls for schools that aren't especially centralized.
realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
SnakeFusion
Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake, this is how I did it
ssl_detection
Semi-supervised learning for object detection
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
uda
Unsupervised Data Augmentation (UDA)
USGSBulkDownloader
A tool for Windows users to quickly download large volumes of high resolution orthoimagery (satellite imagery) from the US Geological Survey website.