Overview What is a Support Vector Machine? Train an SVM classifier with scikit-learn Implement your SVM with CMSIS-DSP What is a Bayesian estimator? Train your Bayesian estimator with scikit-learn Implement your Bayesian estimator with CMSIS-DSP What is clustering? Use CMSIS-DSP distance functions Miscellaneous new CMSIS-DSP functions Related information Next steps
Related information
Here are some resources related to material in this guide:
- Arm Community - Ask development questions, and find articles and blogs on specific topics from Arm experts.
- CMSIS-DSP library - a rich collection of DSP functions that Arm has optimized for various Arm Cortex-M processors, for example the Cortex-M4, Cortex-M7, Cortex-M33, and Cortex-M35P processors.
- Source code for the SVM example in this guide
- Source code for the Bayes classifier example in this guide
- DSP for Cortex-M - Find more information about the signal processing capabilities of Arm Cortex-M processors and the CMSIS-DSP library
- Learn more about clustering.
- Scikit-learn resources:
- The Elements of Statistical Learning - A general introduction to machine learning. The PDF of this book is freely available.