jianghengbing Goto Github PK

blood_pressure_prediction

bloodpressure_ppg_ml

Repository from final conclusion work of Computer Engineering. Estimation of Systolic and Diastolic Blood Pressure Using PPG and ECG Signals and Machine Learning Algorithms

bp-estimation-mimic3

Crucial pieces of code for the BP estimation using MIMIC III database. Paper submitted to Sensors journal.

cnn-bilstm-attention-time-series-prediction_keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

cnn_system

Keywords: CNN, Fully connect neural network, SFEW dataset, Image Preprocessing, Data Augmentation, Leakey ReLU, k-fold cross validation, Casper. In this project, I build my own CNN system with Image Preprocessing and Data Augmentation which are based on the computation ability and characteristic of used Dataset. This project implemented with Pytorch.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cuff_less_bp_prediction

Prediction of Blood Pressure from ECG and PPG signals using regression methods.

deeprnn

long-term blood pressure prediction with deep recurrent neural networks

github-slideshow

A robot powered training repository :robot:

hello-world

lstm

基于LSTM神经网络的时间序列预测

machinelearning

一些关于机器学习的学习资料与研究介绍

multi-scale-1d-resnet

pytorch code of multi scale 1d resnet, we hope it will help your research

multitask-learning

Awesome Multitask Learning Resources

ppg_cnn

this is a cnn_net to achieve the goal of using ppg to predict blood pressure

predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

trafficflowprediction

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

train_arch

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

tutorials

机器学习相关教程

vision

Datasets, Transforms and Models specific to Computer Vision

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100

wideresnet-pytorch

Wide Residual Networks (WideResNets) in PyTorch