Popular GitHub Repositories for Kernel Methods

Learning kernels to maximize the power of MMD tests

Scala Library/REPL for Machine Learning Research

[IEEE TCYB 2021] Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

Foundational library for Kernel methods in pattern analysis and machine learning

Neural Tangent Kernel (NTK) module for the scikit-learn library

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

Learning with operator-valued kernels

Implementation of Generative Moment Matching Networks in pytorch

implementation of a Deep Kernelized Auto Encoder for learning vectorial representations of mutlivariate time series with missing data.

Efficient non-linear PCA through kernel PCA with the Nystr?m method

Nonparametric Variational Methods for Approximate Bayesian Inference and Probabilistic Programming

Anomaly detection on a production line using principal component analysis (PCA) and kernel principal component analysis (KPCA) *from scratch*.

Infinite-width neural networks from a practical point of view

Numpy based implementation of kernel based SVM

Code repository for the UAI 2020 paper "Active learning of conditional mean embeddings via Bayesian optimisation" by S. R. Chowdhury, R. Oliveira and F. Ramos.