prediction – Page 3

Neural network temperature prediction

#Reference required libraries import numpy as np import pandas as pd import matplotlib.pyplot as plt import torch import torch.optim as optim#optimizer #Filter warnings import warnings warnings.filterwarnings(“ignore”) %matplotlib inline features=pd.read_csv(temps.csv’) features.head() year month day week temp_2 temp_1 average actual friend 0 2016 1 1 Fri 45 45 45.6 45 29 1 2016 1 2 Sat 44 […]

[Grain temperature prediction] Genetic algorithm optimization of BP neural network GA-BP grain temperature prediction research (multiple inputs and single output) (including comparison before optimization) [Including Matlab source code 2404]

?1. Genetic algorithm optimization of BP neural network for grain temperature prediction Abstract Aiming at the nonlinear time series problem of temperature parameters in grain storage, a grain temperature prediction model based on genetic algorithm (GA) optimized BP neural network algorithm was proposed, and 10 factors affecting grain temperature were selected (external temperature, external humidity, […]

[Engine life prediction] Genetic algorithm optimizes BP neural network GA-BP aviation engine life prediction (multiple inputs and single output) (including comparison before optimization) [Including Matlab source code Issue 2349]

?Blogger profile: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on Matlab projects, please send a private message. Personal homepage: Poseidon’s Light How to obtain the code: Poseidon’s Light Matlab King’s Learning Path-How to Obtain the Code Motto: He who travels a hundred miles […]

Pmdarima implements univariate time series prediction and cross-validation

Table of Contents 1. pmdarima implements univariate time series forecasting 2. Time series cross-validation 2.1 Rolling Cross Validation (RollingForecastCV) 2.2 Sliding window cross-validation (SildingWindowForecastCV) 1. pmdarima implements univariate time series prediction Pmdarima is a Python timing analysis library developed and encapsulated based on statsmodel and autoarima. It is also one of the timing prediction libraries […]

Python based on long short-term memory network LSTM model data prediction

Table of Contents Preface long short term memory network Practical cases 1. Experimental environment 2. Read data 3. Prepare training data 4.Train the model 5. Model prediction 6. Visualization of prediction results Welfare at the end of the article Foreword As financial data continues to grow and become more complex, traditional statistical methods and machine […]

GJO-LSTM-Adaboost optimizes Adaboost classification prediction of long short-term memory neural network LSTM based on the golden jackal algorithm

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For code acquisition, paper reproduction and scientific research simulation cooperation, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization […]

TCN research on multi-variable time series prediction based on temporal convolutional neural network (Matlab code implementation)

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on MATLAB projects, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization content, click Intelligent optimization algorithm […]

[Wind Power Forecast] Based on convolutional neural network combined with long short memory network CNN-LSTM to realize wind power power multi-input single-output regression prediction with matlab code

Based on convolutional neural network combined with long short memory network CNN-LSTM to realize wind power power multi-input single-output regression prediction with matlab code

Tag: prediction