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johnpaparrizos
grailts

"GRAIL: Efficient Time-Series Representation Learning"

3K 40 40
jajupmochi
graphkit-learn

A Python library for graph kernels, graph edit distances, and graph pre-images

1K 128 18
luca-pernigo
kernel-quantile-regression

Kernel quantile regression

632 7 1
IvanoLauriola
mklpy

A package for Multiple Kernel Learning in Python

604 132 45
raamana
kernelmethods

Kernel methods and classes for composable kernel learning workflows.

594 43 11
FilippoMB
tck

Kernel similarity for classification and clustering of multi-variate time series with missing values.

465 7 1
Black-Swan-ICL
pyrkhsstats

A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).

404 17 2
muammar
ml4chem

Machine learning for chemistry and materials.

378 101 15
392781
scikit-ntk

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

370 25 0
albertnieto
qcml

A benchmarking library for quantum and classical machine learning, with specialized support for evaluating kernel methods.

354 7 2
IsolationKernel
ikpykit

IKPyKit: Isolation Kernel Python toolKit

286 12 2
sigvaldm
localreg

Multivariate Local Polynomial Regression and Radial Basis Function Regression

269 49 5
rikardvinge
explainpolysvm

Module for Global and Local explanations and feature selection for Support Vector Machines trained with polynomial kernels.

244 5 0
ykahalan
ddkf

Dual Dynamic Kernel Filtering (DDKF): A minimal package with arbitrary kernels and learnable parameters

219 0 0
cafferychen777
flashs

Flash-S: Frequency-domain Linearized Adaptive Spatial Hypothesis testing via Sketching

202 0 0
operalib
operalib

Learning with operator-valued kernels

194 22 3
ratvec
ratvec

Low-dimensional vector representations via kernel PCA with rational kernels

184 4 1
lsorber
neo-ls-svm

Neo LS-SVM

177 35 4
HamidrezaEiv
kpca-deeponet

Nonlinear model reduction for operator learning

167 7 2
tanglespace
hotstepper

A Numpy based step function library for analysis and profit. More than just taking you up and down.

164 16 1
graphic-goose
ferreus-rbf

Fast, memory efficient radial basis function (RBF) interpolation library

163 24 5
graphic-goose
ferreus-bbfmm

ferreus_rbf - Fast global radial basis function (RBF) interpolation in Rust and Python

158 24 5
larslorch
stadion

Causal Modeling with Stationary Diffusions, AISTATS 2024

156 22 3
fredhallgren
nystrompca

Kernel PCA with the Nyström method

135 13 0
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