zwd2016

TG-LSTM-network-for-time-series-prediction

This paper have been presented in the form of an oral presentation at the IJCNN-2019 conference. The title is "Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasks".

multivariate-time-series-prediction

This code is the implementation of this paper (Multistage attention network for multivariate time series prediction)

AdaHMG

AdaHMG: A first-order stochastic optimization algorithm for time series data

HSN-LSTM

mnist

This is my test about MNIST and USPS(using python3.5)

GRU-SSU-AMG

An Accurate GRU-Based Power Time-Series Prediction Approach With Selective State Updating and Stochastic Optimization

AttentionConvLSTM

"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018

CIFAR-10

This is my test work about CIFAR-10 dataset.

Figure-DA_RNN

This is Figure about DA_RNN(epoch=10)

FM24-submission74

The response PDF for FM2024 conference.

search_iclr_2019

text-classification

This is a text classification task.

visualization-SGD-and-Adam

visualization SGD and Adam

visualization-SGD-and-Adam1

visualization SGD and Adam

zwd2016.github.io

The personal homepage of Wendong Zheng