Time Series Prediction

time series prediction by use of Deep learning and shallow learning algorithm

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

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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:

https://dataanalysisresearch.com/

.

and also a hybrid C-LSTM with Bayesian Optimization presented here

https://youtu.be/sNfPxFljfMc

.

If you have questions or would like to improve the code, don't hesitate

to mail me: [e-mail]

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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