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2018dsb

2018 Data Science Bowl 2nd Place Solution

ali-resolution

awesome-zsl

resource bundles for zero-shot learning

caml-mimic

multilabel classification of EHR notes

chexpert

Top 1 solution of Chexpert

concept_normalisation

Medical concept normalisation using neural networks published in ACL 2016

covid-19

deep-learning-project-template

A best practice for deep learning project template architecture.

deepgraphcnnfortexts

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

ehr_coding

repo for cikm2019 paper "EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation"

embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts" (http://cs.nyu.edu/~dsontag/papers/ChoiChiuSontag_AMIA_CRI16.pdf)

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

frwgan-eccv18

Code for model presented on our paper accepted on European Conference on Computer Vision 2018.

git_practice

hierarchy_icd

insightface

Face Analysis Project on MXNet

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

leetcode

for leetcode practice

littleredhat.github.io

markdown-emoji

README文件语法解读，即Github Flavored Markdown语法介绍

medical_caption

radiology medical report generation

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

moh

papers

record papers every day read

pubmed-rct

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-template

PyTorch deep learning projects made easy.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers