Jared Dunnmon's repositories
evolocity
Evolutionary velocity with protein language models
xview3-reference
Reference data processing code and model for the xView3 prize challenge.
robustness-gym
Robustness Gym: Evaluation Toolkit for NLP
SMMT
Social Media Mining Toolkit (SMMT) main repository
xView2_fifth_place
Dual-HRNet
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
covid19_twitter
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
pytorch-classification
Classification with PyTorch.
reproduce-chexnet
Reproduce CheXNet
snorkel-tutorials
A collection of tutorials for Snorkel
metal
Snorkel MeTaL: A framework for training models with multi-task weak supervision
emmental-tutorials
A collection of simple tutorials for using Emmental.
catheter_detection
Automatic catheter detection in pediatric X-ray images using a scale-recurrent network and synthetic data
fonduer-tutorials
A collection of simple tutorials for using Fonduer
snorkel
A training data creation and management system focused on information extraction
kerasAC
keras accessibility models: code to train, predict, interpret
grpc
The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
catgan
Tensorflow implementation of a Categorical GAN
tanda
Learning to Compose Domain-Specific Transformations for Data Augmentation
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch
FirstAid
A repository for easy segmentation using a convolutional neural network structure.
convert_torch_to_pytorch
Convert torch t7 model to pytorch model and source.
densenet-pytorch
A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)
Generalized-PixelVAE
PixelVAE with or without regularization