[Classification Model] MATLAB Realizes Time Series Classification Prediction of TCN Time Convolutional Neural Network

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MATLAB Realizes Time Series Classification Prediction of TCN Time Convolutional Neural Network

MATLAB Realizes Time Series Classification Prediction of TCN Time Convolutional Neural Network

The following is a code example of implementing TCN temporal convolutional neural network for time series classification prediction using MATLAB.

First, we need to import the relevant libraries and data. This example uses UCI's electrical loads dataset.

% 导入相关库和数据
clear all;
addpath(genpath(pwd))
load('ElectricDevices_TRAIN.mat')
load('ElectricDevices_TEST.mat')
X_train = p

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Origin blog.csdn.net/fanjufei123456/article/details/130714660

[Classification Model] MATLAB Realizes Time Series Classification Prediction of TCN Time Convolutional Neural Network

Time series prediction | MATLAB implements TCN-LSTM time convolution long short-term memory neural network time series prediction

TCN (Temporal Convolutional Network) implements time series prediction (PyTorch version)

Interval prediction | MATLAB implements QRCNN convolutional neural network quantile regression time series interval prediction

Time series prediction | MATLAB implements CNN-BiLSTM (convolutional bidirectional long short-term memory neural network) time series prediction

Time series prediction | Matlab implements CNN-XGBoost convolutional neural network combined with extreme gradient boosting tree time series prediction

Classification prediction | MATLAB implements WOA-CNN whale algorithm to optimize convolutional neural network data classification prediction

Time series prediction | MATLAB implements TCN-BiLSTM time convolution bidirectional long short-term memory neural network time series prediction

Time series prediction | MATLAB realizes TCN-GRU time series convolution gated recurrent unit time series prediction

Timing model (1)-TCN time convolutional network

Multidimensional time series | MATLAB implements CNN-BiGRU convolutional neural network combined with bidirectional gated recurrent unit multivariate time series prediction

Time series prediction | MATLAB implements BO-CNN-LSTM Bayesian optimization convolutional neural network - long short-term memory network time series prediction

Multivariate Classification Prediction | Matlab Data Classification Prediction Based on RIME-CNN Frost and Ice Optimization Convolutional Neural Network

Multivariate classification prediction | Matlab optimizes convolutional neural network data classification prediction based on EVO-CNN energy valley

Classification prediction | MATLAB implements PSO-CNN particle swarm algorithm to optimize convolutional neural network data classification prediction

Classification prediction | MATLAB implements NGO-CNN northern goshawk algorithm to optimize convolutional neural network data classification prediction

Time series prediction | MATLAB implements WOA-CNN-LSTM whale algorithm to optimize convolutional long short-term memory neural network time series prediction

Use MATLAB to build a 1DCNN model for time series classification

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

Interval prediction | MATLAB implements QRCNN-LSTM convolutional long short-term memory neural network quantile regression time series interval prediction

Interval prediction | MATLAB implements multivariate time series interval prediction based on QRCNN-LSTM convolutional long short-term memory neural network

Multiple Classification Prediction | Matlab Based on EVO-CNN-LSTM Energy Valley Optimized Convolutional Neural Network Combined with Long Short-term Memory Network Data Classification Prediction

Multivariate classification prediction | Matlab optimizes convolutional neural network based on MTBO-CNN mountaineering team algorithm combined with long and short-term memory network multivariate data classification prediction

Multivariate classification prediction | Matlab based on TSOA-CNN-LSTM transit optimized convolutional neural network combined with long short-term memory network data classification prediction

Classification prediction | Matlab implements CNN-GSSVM convolutional neural network combined with grid search algorithm to optimize support vector machine multi-feature classification prediction

Multivariate classification prediction | Matlab based on TSOA-CNN-GRU-Attention Transit optimized convolutional neural network combined with gated recurrent unit fusion attention mechanism for data classification prediction

Multivariate classification prediction | Matlab optimizes convolutional neural network-support vector machine (CNN-SVM) classification prediction based on NGO-CNN-SVM Northern Goshawk Algorithm (NGO)

[] ARIMA time series model to do classification

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