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active-learning

alzheimers_diagnosis_stagedetermination

E6893 Final Project for ja3130, mn2769, and hz2441 (Project ID: 201712-18)

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

bayesianrnn

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

bilstm

cbam-keras

CBAM implementation on Keras

chloride-management

classwise_rationale

Tensorflow implementation for the Class-wise Selective Rationalization

concare

Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)

cpython

The Python programming language

densenet-tensorflow

DenseNet Implementation in Tensorflow

densenet.pytorch

A PyTorch implementation of DenseNet.

ehr_gcn

ehr_gcn_tensorflow

faster_rcnn_pytorch

Faster RCNN with PyTorch

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fiddle-experiments

Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

invariant_rationalization

Tensorflow implementation of Invariant Rationalization

lime-for-time

Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

medpath

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iv-benchmarks

FDSML Course Project 2020/21