7 results found Sort:

kzampog
cilantro kzampog
207
1.1k
mit
41
A lean C++ library for working with point cloud data
3d icp mds pca rgbd convex ransac k-means clustering mean-shift convex-hull point-cloud registration segmentation model-fitting reconstruction 3d-visualization spectral-clustering non-rigid-registration iterative-closest-point
Created 2017-05-03
841 commits to master branch, last one about a year ago
shobrook
communities shobrook
106
746
mit
19
Library of graph clustering algorithms
graph louvain community graph-algorithms community-detection spectral-clustering bron-kerbosch-algorithm girvan-newman-algorithm
Created 2020-07-28
111 commits to master branch, last one about a year ago
wq2012
SpectralCluster wq2012
72
529
apache-2.0
18
Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.
python auto-tune clustering machine-learning speaker-diarization spectral-clustering unsupervised-learning constrained-clustering unsupervised-clustering
Created 2019-01-18
172 commits to master branch, last one 6 months ago
FilippoMB
Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling FilippoMB
51
271
mit
9
Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling".
graph-pooling spectral-clustering graph-neural-networks unsupervised-learning
Created 2020-06-05
38 commits to master branch, last one about a month ago
gionanide
Speech_Signal_Processing_and_Classification gionanide
66
246
mit
10
Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem emplo...
nlp mfcc nltk isomap classifier kernel-pca speech-utterance speech-processing feature-extraction spectral-embedding spectral-clustering long-short-term-memory gaussian-mixture-models support-vector-machines locally-linear-embedding natural-language-processing linear-discriminant-analysis principal-component-analysis linear-prediction-coefficients
Created 2018-03-16
197 commits to master branch, last one 2 years ago
Dref360
spectral-metric Dref360
4
45
mit
4
Code for the CVPR 2019 paper : Spectral Metric for Dataset Complexity Assessment
dataset-analysis spectral-clustering
Created 2019-06-20
34 commits to master branch, last one about a year ago
FilippoMB
Simplifying-Clustering-with-Graph-Neural-Networks FilippoMB
4
33
mit
1
Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neural Networks".
graph-pooling node-clustering graph-clustering graph-coarsening spectral-clustering graph-classification graph-neural-networks
Created 2022-07-17
23 commits to main branch, last one 2 months ago