Pinned Repositories
CPSid
Code for Data driven discovery of cyber physical systems
DeceFL
DeceFL: A Principled Decentralized Federated Learning Framework
ECG
Source code of "Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study"
Health_status_prediction
keras-rl
Deep Reinforcement Learning for Keras.
NSR_krCNN
Code for A General End-to-end Diagnosis Framework for Manufacturing Systems
pbSGD
Powered Stochastic Gradient Descent Methods for AcceleratedNonconvex Optimization
Powerball-Method
The source code of On the Powerball Method: Variants of Descent Methods for Accelerated Optimization
Pre_Surv_COVID_19
A machine learning-based model for survival prediction in COVID patients
S3d
Matlab code for Y. Yuan, et. al. Machine Discovery of Partial Differential Equations from Spatiotemporal Data
HAIRLAB's Repositories
HAIRLAB/Pre_Surv_COVID_19
A machine learning-based model for survival prediction in COVID patients
HAIRLAB/CPSid
Code for Data driven discovery of cyber physical systems
HAIRLAB/DeceFL
DeceFL: A Principled Decentralized Federated Learning Framework
HAIRLAB/pbSGD
Powered Stochastic Gradient Descent Methods for AcceleratedNonconvex Optimization
HAIRLAB/Health_status_prediction
HAIRLAB/S3d
Matlab code for Y. Yuan, et. al. Machine Discovery of Partial Differential Equations from Spatiotemporal Data
HAIRLAB/ECG
Source code of "Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study"
HAIRLAB/NSR_krCNN
Code for A General End-to-end Diagnosis Framework for Manufacturing Systems
HAIRLAB/Powerball-Method
The source code of On the Powerball Method: Variants of Descent Methods for Accelerated Optimization
HAIRLAB/keras-rl
Deep Reinforcement Learning for Keras.
HAIRLAB/Aliasing
Numerical examples for system aliasing
HAIRLAB/BISDE
Code for " Noise-Driven Discovery of Stochastic Differential Equations".
HAIRLAB/ESDNLO
HAIRLAB/Risk_Score_COVID_19
Development and validation of a prognostic risk score system for COVID-19 inpatients: A multi-center retrospective study in China
HAIRLAB/EasyKerasYoloV3
Easy use of YoloV3 trained on own datasets
HAIRLAB/pytorch-cifar
95.16% on CIFAR10 with PyTorch
HAIRLAB/tensorflow
An Open Source Machine Learning Framework for Everyone
HAIRLAB/ALAE
[CVPR2020] Adversarial Latent Autoencoders
HAIRLAB/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
HAIRLAB/roboschool
Open-source software for robot simulation, integrated with OpenAI Gym.