guesemha
A multiprocess MATLAB toolbox for parallel hyperparamater tuning for Machine Learning applications
Installation
Requirements
- SharedMatrix Allows any Matlab object to be shared between Matlab sessions (w/o using file I/O). Used to share data accross Matlab workers.
- Instrument Control Toolbox, used for IPC.
A compiled 64-bit mex function of SharedMatrix is shipped with the toolbox.
-Download or clone the toolbox
-cd to guesemha folder
-in the MATLAB command window run:
>> setup
Usage
see demo scripts in examples folder.
Support
test on Windows 7 64bit on MATLAB releases:
- R2014a
- R2015a
for support, open an issue detailing the problem you encountered with the toolbox.
Limitations
Works only on multicore systems with local memory
Contributing
Pull requests are welcome, open an issue first to discuss proposed changes.
Licence
Acknowledgement
I would like to thank the SharedMatrix developer Joshua Dillon and Andrew Smith for the windows version.
Cite As
Okba Bekhelifi (2024). guesemha (https://github.com/okbalefthanded/guesemha/releases/tag/0.0.1.0), GitHub. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxTags
Acknowledgements
Inspired by: sharedmatrix
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Create scripts with code, output, and formatted text in a single executable document.
dependencies/CStrCatStr
dependencies/fRMField
dependencies/jsystem/matlab-jsystem/src
dependencies/jsystem/matlab-jsystem/test
dependencies/sharedmatrix
dependencies/sharedmatrix/sharedmatrix_windows_by_andrew_smith
examples
Version | Published | Release Notes | |
---|---|---|---|
0.0.1.0 |