Tonyxiaocong

ann-windspeed-forecast

Ensemble ANN with two ensembles a MLP and LSTM network for wind speed prediction

elm

Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

Learning

MLP_regression

implementation of a simple Multi Layer Perceptron with one hidden layer, on which the backpropagation algorithm is applied to learn its parameters for a simple regression task

MLPythonInAction_CodeNote

参考魏贞原老师的《机器学习Python实践》一书代码进行记录，涉及数据处理及基本数据处理方法比较多

PFA-GAN

PFA-GAN: Progressive Face Aging with Generative Adversarial Network (TIFS 2021)

pydata-book

教材代码《利用Python进行数据分析》

python-ml-case-studies

Source code for 'Python Machine Learning Case Studies' by Danish Haroon

Survival-Time-Prediction-of-a-patient-using-LSTM-MLP-DBN

This repo is about predicting survival time of a patient using different deep learning techniques. Basically many models were developed before in literature .

TCN

Sequence modeling benchmarks and temporal convolutional networks

Tonyxiaocong/ann-windspeed-forecast

Ensemble ANN with two ensembles a MLP and LSTM network for wind speed prediction

Tonyxiaocong/MLP_regression

implementation of a simple Multi Layer Perceptron with one hidden layer, on which the backpropagation algorithm is applied to learn its parameters for a simple regression task

Tonyxiaocong/elm

Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

Tonyxiaocong/Learning

Tonyxiaocong/MLPythonInAction_CodeNote

参考魏贞原老师的《机器学习Python实践》一书代码进行记录，涉及数据处理及基本数据处理方法比较多

Tonyxiaocong/PFA-GAN

PFA-GAN: Progressive Face Aging with Generative Adversarial Network (TIFS 2021)

Tonyxiaocong/pydata-book

教材代码《利用Python进行数据分析》

Tonyxiaocong/python-ml-case-studies

Source code for 'Python Machine Learning Case Studies' by Danish Haroon

Tonyxiaocong/Survival-Time-Prediction-of-a-patient-using-LSTM-MLP-DBN

This repo is about predicting survival time of a patient using different deep learning techniques. Basically many models were developed before in literature .

Tonyxiaocong/TCN

Sequence modeling benchmarks and temporal convolutional networks

Tonyxiaocong/TrafficFlowPrediction

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

Tonyxiaocong/UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

Tonyxiaocong/xiaoxiong