Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

Chess web application created in Flask

We use support vector machines (SVMs) with various example 2D datasets. Experimenting with these datasets will help us gain an intuition of how SVMs work and how to use a Gaussian kernel with SVMs.…

Examples for the usage of LaTeX

SimpleSVM based algorithms, in Python

SVM implementation using CVX for Convex Optimization class

Data & source code for the perceptual kernels study

Bregman Ball Tree