#

clustering

Here are 794 public repositories matching this topic...

dedupeio / dedupe

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🆔 A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

python clustering dedupe record-linkage python-library entity-resolution datamade dedupe-library de-duplicating

Updated Sep 7, 2020
Python

orange3

biolab / orange3

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🍊

📊

💡 Orange: Interactive data analysis https://orange.biolab.si

Updated Sep 17, 2020
Python

awesome-community-detection

benedekrozemberczki / awesome-community-detection

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A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam

Updated Aug 4, 2020
Python

uis-rnn

google / uis-rnn

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This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

machine-learning clustering supervised-learning speaker-recognition speaker-diarization supervised-clustering uis-rnn

Updated Aug 28, 2020
Python

annoviko / pyclustering

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Open

[pyclustering.utils.metric][ccore.utils.metric] V-Measure

annoviko commented Aug 27, 2020

Introduction
There is a discussion regarding to purity estimation - see #620 . In order to cover this proposal, V-Measure should be implemented.

References
Article: V-Measure: A conditional entropy-based external cluster evaluation measure. Andrew Rosenberg and Julia Hirschberg.

Description
The functionality should be implemented for Python and C++ version. The following names

Read more

Enhancement Good First Issue

Open

[C++ pyclustering] pyclustering package error message support

Open

[C++ pyclustering] Human-readable errors to Python

Find more good first issues →

JustGlowing / minisom

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🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

machine-learning clustering som neural-networks dimensionality-reduction outlier-detection unsupervised-learning manifold-learning self-organizing-map vector-quantization

Updated Sep 11, 2020
Python

scikit-multilearn / scikit-multilearn

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A scikit-learn based module for multi-label et. al. classification

machine-learning clustering scikit-learn classification partitioning label-prediction scikit multi-label scikit-multilearn

Updated Jun 30, 2020
Python

yahoo / lopq

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Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

spark clustering nearest-neighbor-search product-quantization lopq

Updated Apr 14, 2019
Python

loicland / superpoint_graph

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Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

semantic clustering point-cloud pytorch lidar segmentation partition semantic-segmentation large-scale ply-files superpoint-graphs

Updated Jul 1, 2020
Python

ClusterGCN

benedekrozemberczki / ClusterGCN

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A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

deep-learning neural-network clustering community-detection pytorch deepwalk louvain metis graph-convolutional-networks gcn graph-clustering node2vec node-classification graphsage graph-neural-networks graph2vec diff2vec gemsec musae graph-convolution

Updated May 31, 2020
Python

wannesm / dtaidistance

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Time series distances: Dynamic Time Warping (DTW)

timeseries clustering dtw dynamic-time-warping distance-measure

Updated Sep 14, 2020
Python

wvangansbeke / Unsupervised-Classification

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SCAN: Learning to Classify Images without Labels (ECCV 2020)

clustering image-classification representation-learning unsupervised-learning self-supervised-learning eccv2020 eccv-2020

Updated Sep 16, 2020
Python

XiaohangZhan / cdp

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Code for our ECCV 2018 work.

graph clustering face-recognition graph-clustering face-clustering

Updated Sep 15, 2019
Python

elasticluster / elasticluster

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Create clusters of VMs on the cloud and configure them with Ansible.

python ansible cloud spark hadoop ec2 hpc azure clustering cluster gcp slurm gridengine

Updated Sep 16, 2020
Python

Percona-Lab / mongodb_consistent_backup

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A tool for performing consistent backups of MongoDB Clusters or Replica Sets

backups mongodb clustering databases mongodb-backup

Updated Nov 11, 2019
Python

GT-RIPL / L2C

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Learning to Cluster. A deep clustering strategy.

deep-neural-networks deep-learning clustering artificial-intelligence supervised-learning semi-supervised-learning artificial-neural-networks transfer-learning unsupervised-learning loss-functions similarity-metric

Updated Jan 8, 2020
Python

ElieAljalbout / Clustering-with-Deep-learning

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Generic implementation for clustering with deep learning : representation learning (DNN) + clustering

machine-learning deep-learning clustering

Updated Jul 7, 2018
Python

yukimasano / self-label

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Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

clustering resnet representation-learning self-supervised-learning resnet-v2 iclr2020

Updated Sep 1, 2020
Python

GEMSEC

benedekrozemberczki / GEMSEC

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The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

machine-learning facebook neural-network clustering tensorflow word2vec community-detection deezer deepwalk matrix-factorization gensim unsupervised-learning embedding network-embedding node2vec graph-embedding gemsec implicit-factorization semisupervised-learning m-nmf

Updated May 31, 2020
Python

SpectralCluster

wq2012 / SpectralCluster

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Python re-implementation of the spectral clustering algorithm in the paper "Speaker Diarization with LSTM"

machine-learning clustering unsupervised-learning speaker-diarization spectral-clustering unsupervised-clustering

Updated Jun 29, 2020
Python

tirthajyoti / UCI-ML-API

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Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

python api learning data-science machine-learning statistics clustering regression classification uci-machine-learning

Updated Jul 25, 2019
Python

shahsohil / DCC

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This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

clustering pytorch robust-optimization embedding dcc rcc autoencoder-clustering robust-continuous-clustering

Updated Mar 25, 2020
Python

Splitter

benedekrozemberczki / Splitter

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A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

machine-learning deep-learning clustering word2vec community-detection pytorch deepwalk gensim factorization network-embedding node2vec graph-embedding overlapping-community-detection deep-neural-network graph-representation-learning node-embedding implicit-factorization graph-neural-network ego-splitting word-vector

Updated Apr 1, 2020
Python

DANMF

benedekrozemberczki / DANMF

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A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Updated May 31, 2020
Python

hq-jiang / instance-segmentation-with-discriminative-loss-tensorflow

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Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

clustering tensorflow image-recognition semantic-segmentation instance-segmentation tusimple-dataset

Updated Sep 12, 2018
Python

tejaslodaya / timeseries-clustering-vae

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Variational Recurrent Autoencoder for timeseries clustering in pytorch

timeseries clustering autoencoder

Updated Dec 31, 2019
Python

alexellis / docker-blinkt-workshop

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Get into physical computing with Docker and Raspberry Pi

docker raspberry-pi iot clustering containers pimoroni blinkt swarm

Updated Jul 31, 2017
Python

rwalk / gsdmm

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GSDMM: Short text clustering

python nlp clustering short-text gibbs-sampling

Updated Sep 10, 2017
Python

kjahan / community

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A Python implementation of Girvan-Newman algorithm

python machine-learning social-network clustering graphs community-detection

Updated Apr 12, 2020
Python

nabeel-oz / qlik-py-tools

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Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

python data-science machine-learning deep-learning analytics clustering scikit-learn sklearn keras forecasting predictive-analytics qlik-sense qlik fbprophet advanced-analytics hdbscan server-side-extension advanced-analytics-integration facebook-prophet qlik-oss

Updated Jun 2, 2020
Python

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