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راهنمای React Hooks
ml5.js is a high level JavaScript library for machine learning. The main idea of this project is to further reduce the barriers between lower level machine learning and creative outputs using JavaScript
Support Vector Machines (SVMs) are some of the most performant off-the-shelf, supervised machine-learning algorithms. In Support Vector Machines Succinctly, author Alexandre Kowalczyk guides readers through the building blocks of SVMs, from basic concepts to crucial problem-solving algorithms. He also includes numerous code examples and a lengthy bibliography for further study. By the end of the book, SVMs should be an important tool in the reader’s machine-learning toolbox.
Table of Contents
- Prerequisites
- The Perceptron
- The SVM Optimization Problem
- Solving the Optimization Problem
- Soft Margin SVM
- Kernels
- The SMO Algorithm
- Multi-Class SVMs
- Conclusion
- Appendix A: Datasets
- Appendix B: The SMO Algorithm
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