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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


Updated 24 Jul 2021

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Hope you are doing well,
time-series data preparation video tutorial part 1,
code and results output, part 2,
-------|| If you enjoyed, Please like and subscribe my channel.🙏 ||--------
some other results with the CNN and LSTM network.
Monthly closing prices of S&P500
Monthly Australian Sales of Red Wine Jan1980Jul1995
yearly US accidents
Global Ice Volume
you can download the first version of the code from here(current page):
the second version of code(Future Forcast with MLP and LSTM) from here:
the third version of code(Future Forcast with MLP, LSTM, and CNN) from here:
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:
Best wishes,
Abolfazl Nejatian
this is also
time-series prediction with Bayesian Hyper Parameter Tuning

Cite As

Abolfazl Nejatian (2021). 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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