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Time Series Prediction

version 1.3.93 (153 KB) by Abolfazl Nejatian
time series prediction by use of Deep learning and shallow learning algorithm

5.9K Downloads

Updated 24 Jul 2021

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Hope you are doing well,
time-series data preparation video tutorial part 1,
https://youtu.be/gKT8HSoJ0cE
code and results output, part 2,
https://youtu.be/G1kcWoXZE6A
-------|| If you enjoyed, Please like and subscribe my channel.🙏 ||--------
some other results with the CNN and LSTM network.
Monthly closing prices of S&P500
https://ibb.co/y5hHr71
Monthly Australian Sales of Red Wine Jan1980Jul1995
https://ibb.co/4NLwqhM
yearly US accidents
https://ibb.co/9Zw0brX
Global Ice Volume
https://ibb.co/8xSt4Mg
you can download the first version of the code from here(current page):
https://www.mathworks.com/matlabcentral/fileexchange/69506-time-series-prediction
the second version of code(Future Forcast with MLP and LSTM) from here:
https://dataanalysisresearch.com/product/timeseriesprediction_lstm-m/
the third version of code(Future Forcast with MLP, LSTM, and CNN) from here:
https://dataanalysisresearch.com/product/timeseriesprediction_cnn_lstm/
and this is my website you can find useful information about the time series from there:
.
and also a hybrid C-LSTM with Bayesian Optimization presented here
.
If you have questions or would like to improve the code, don't hesitate
to mail me: abolfazl.nejatian@gmail.com
Best wishes,
Abolfazl Nejatian
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this is also
time-series prediction with Bayesian Hyper Parameter Tuning
https://www.mathworks.com/matlabcentral/fileexchange/87137-lstm-time-series-prediction-with-bayesian-optimization
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Cite As

Abolfazl Nejatian (2021). Time Series Prediction (https://www.mathworks.com/matlabcentral/fileexchange/69506-time-series-prediction), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2018b
Compatible with R2018a to R2018b
Platform Compatibility
Windows macOS Linux

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