kernel-methods 开源项目推荐（404 个）

benedekrozemberczki /awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

djsutherland /opt-mmd

Learning kernels to maximize the power of MMD tests

BayesWatch /deep-kernel-transfer

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

FalkonML /falkon

Large-scale, multi-GPU capable, kernel solver

tailhq /DynaML

Scala Library/REPL for Machine Learning Research

unageek /jizai

Fast and memory-efficient radial basis function (RBF) interpolation

jbramburger /DataDrivenDynSyst

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

IvanoLauriola /MKLpy

A package for Multiple Kernel Learning in Python

jajupmochi /graphkit-learn

A python package for graph kernels, graph edit distances, and graph pre-image problem.

muammar /ml4chem

ML4Chem: Machine Learning for Chemistry and Materials

steven2358 /kafbox

A Matlab benchmarking toolbox for kernel adaptive filtering

danieljprice /splash

SPLASH is an interactive visualisation and plotting tool using kernel interpolation, mainly used for Smoothed Particle Hydrodynamics simulations

ChenHongruixuan /KPCAMNet

[IEEE TCYB 2022] Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

ssydasheng /Neural-Kernel-Network

Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326

wittawatj /kernel-gof

NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.

wittawatj /interpretable-test

NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.

ninja3697 /Kernel-Adaptive-Filtering-in-Python

Implementation of LMS, RLS, KLMS and KRLS filters in Python

steven2358 /kmbox

Kernel Methods Toolbox for Matlab/Octave

paulveillard /cybersecurity-windows-exploitation

A collection of awesome software, libraries, learning tutorials, documents and books, awesome resources and cool stuff about ARM and Windows Exploitation.

SAG-KeLP /kelp-full

该项目在 GitHub 上没有填写描述