Kernel Methods

Awesome Graph EmbeddingPython

A curated collection of graph classification papers with reference implementations covering embedding, deep learning, kernels, and factorization.

Awesome graph classificationPython

A curated collection of graph classification papers with implementations covering embeddings, deep learning, kernels, and factorization.

Neural TangentsJupyter Notebook

A high-level neural network API for specifying and analyzing infinite-width neural networks as Gaussian Processes in Python.

liquidSVMC++

A fast and versatile implementation of support vector machines with integrated hyper-parameter selection and support for multiple learning scenarios.

sklearn-jax-kernelsPython

Composable kernels for scikit-learn implemented in JAX, enabling faster kernel computations and automatic differentiation.