kernel-methods topic

List kernel-methods repositories

random-feature-maps

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Fast Random Kernelized Features: Support Vector Machine Classification for High-Dimensional IDC Dataset

Neural-Kernel-Network

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

awesome-graph-classification

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

deep-kernel-transfer

193
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Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

DynaML

198
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51
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Scala Library/REPL for Machine Learning Research

opt-mmd

205
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Learning kernels to maximize the power of MMD tests

falkon

175
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Large-scale, multi-GPU capable, kernel solver

MKLpy

126
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A package for Multiple Kernel Learning in Python

ml4chem

92
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15
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ML4Chem: Machine Learning for Chemistry and Materials

kafbox

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A Matlab benchmarking toolbox for kernel adaptive filtering