39 Open Source Kernel Methods Software Projects
Free and open source kernel methods code projects including engines, APIs, generators, and tools.
Awesome Graph Classification 4337 ⭐
A collection of important graph embedding, classification and representation learning papers with implementations.
Neural Kernel Network 66 ⭐
Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326
Deep Kernel Transfer 142 ⭐
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
Graphkit Learn 72 ⭐
A python package for graph kernels, graph edit distances, and graph pre-image problem.
Subgraph2vec_gensim 40 ⭐
Contains the code (and working vm setup) for our KDD MLG 2016 paper titled: "subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs"
Ipynotebook_machinelearning 28 ⭐
This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.
Subgraph2vec_tf 26 ⭐
This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper
Cadgan 21 ⭐
ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.
Supervised Random Projections 19 ⭐
Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.
Machine Learning Summer Schools 13 ⭐
Curated materials for different machine learning related summer schools
Kpca Denoising Python 13 ⭐
Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016
Kernel Adaptive Filtering In Python 29 ⭐
Implementation of LMS, RLS, KLMS and KRLS filters in Python
Danieljprice Splash 31 ⭐
SPLASH is an interactive visualisation and plotting tool using kernel interpolation, mainly used for Smoothed Particle Hydrodynamics simulations
Kpcamnet 33 ⭐
[TCYB 2021] Official Python implementation for Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network
Hotstepper 11 ⭐
A Numpy based step function library for analysis and profit. More than just taking you up and down.