Compatibility of HDL coder with regression ensemble predict block and fixed point conversion

Title: Compatibility of HDL Coder with 'RegressionEnsemble Predict' Block and Fixed Point Conversion

Body: Hello MATLAB community,

I have been exploring the 'RegressionEnsemble Predict' block in MATLAB's Statistics and Machine Learning Toolbox. While reading the documentation on the official MathWorks website, I came across a statement that states "Extended capabilities as C/C++ programming and Fixed point conversion" for the 'RegressionEnsemble Predict' function (source: https://in.mathworks.com/help/stats/regressionensemblepredict.html).

I'm particularly interested in using the HDL Coder functionality with the 'RegressionEnsemble Predict' block after suitable fixed point conversion. However, I'm uncertain about the compatibility of HDL Coder with this specific block in the context of fixed point conversion.

Could you please clarify whether it is possible to use HDL Coder on the 'RegressionEnsemble Predict' block after performing suitable fixed point conversion? If so, are there any considerations or limitations I should be aware of?

Thank you in advance for your assistance!

Best regards,

Answer 1

[Kiran Kintali]

RegressionEnsemble Predict' block is currently not supported for HDL code generation.

You need to build the block from first principle math blocks supported by HDL Coder.

https://www.mathworks.com/help/comm/ug/find-blocks-and-system-objects-supporting-hdl-code-generation.html

You may also want to explore suitability of this product. https://www.mathworks.com/products/deep-learning-hdl.html