alexhuangjp Goto Github PK

aurorabp-sample-data

Sample data associated with the Aurora-BP study

autodock-vina

AutoDock Vina

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-information-bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

babyrobot

A Baby Robot's Guide to Reinforcement Learning

butteam

covid-ct

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

covid-ctset

Large Covid-19 CT scans dataset from the paper: https://doi.org/10.1016/j.bspc.2021.102588

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

diagnosis_covid19

OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Development and evaluation of an artificial intelligence system for COVID-19 diagnosis. Nat Commun 11, 5088 (2020).(https://doi.org/10.1038/s41467-020-18685-1)

dl4moleculargraph

Literature of deep learning for graphs in Chemistry and Biology

ecg-classification

ECG Arrhythmia classification using CNN

hgp-sl

Hierarchical Graph Pooling with Structure Learning

iba

Information Bottlenecks for Attribution

iib

information-bottleneck

demonstration of the information bottleneck theory for deep learning

kidney_stone_detection

learning-invariant-representations-and-risks

Pytorch code release of CVPR 21 Paper: Learning Invariant Representations and Risks

loss-landscape

Code for visualizing the loss landscape of neural nets

lungmask

Automated lung segmentation in CT

machine_learning

Code for machine learning algorithms

mediumposts

multiclassda

TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"

non-invasive-bp-estimation-using-deep-learning

Assessment of non-invasive blood pressure prediction from PPG and rPPG signals using deep learning

nonlinear-ib-pytorch

Pytorch Implementation of the Nonlinear Information Bottleneck

pre-training

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

pulsedb

smiles-enumeration

SMILES enumeration for QSAR modelling using LSTM recurrent neural networks

stresnet

A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081

topics_over_time

Topics over Time implementation