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Top 346 clustering open source projects

Natural Language Processing for Lithuanian language

✭ 17

python TeX nlp search-engine natural-language-processing text-classification clustering lda svd topic-extraction latent-semantic-analysis

rabbitmq-peer-discovery-etcd

etcd-based peer discovery backend for RabbitMQ 3.7.0+

✭ 15

erlang Makefile Vim Snippet shell rabbitmq clustering etcd rabbitmq-plugin

RATTLE

Reference-free reconstruction and error correction of transcriptomes from Nanopore long-read sequencing

✭ 35

C++python bioinformatics rna-seq nanopore genomics clustering transcriptome

mongodb-cluster

MongoDB sharded cluster

✭ 25

shell javascript mongodb replication clustering sharding mongodb-sharding-example mongdb-demo-cluster

Clustering-Datasets

This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.

✭ 189

clustering cluster dataset uci datasets uci-machine-learning synthetic-data benchmark-datasets cluster-labels synthetic-datasets uci-dataset clustering-datasets real-world-datasets

faythe

An experimental cluster brings Prometheus and OpenStack together

✭ 18

go clustering openstack prometheus autoscaling self-healing faythe

Zeitline

A polylinear timeline with clustering, centred on interactions. — Doc and demo https://octree-gva.github.io/Zeitline/

✭ 15

javascript HTML react flexible timeline interactive clustering d3js polylinear-scale

minicore

Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

✭ 28

C++python clustering kmeansplusplus importance-sampling approximation-algorithms coreset bregman-divergence mbkmeans localsearchplusplus

portfolio allocation js

A JavaScript library to allocate and optimize financial portfolios.

py-lbg

Python Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization.

✭ 22

Jupyter Notebook python clustering linde-buzo-gray

Apartment-Interest-Prediction

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

✭ 17

Jupyter Notebook python machine-learning natural-language-processing clustering kaggle kaggle-competition xgboost lightgbm gradient-boosting geolocalization

product-quantization

🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

✭ 40

python clustering lsh approximate-nearest-neighbor-search product-quantization vector-quantization

dbscan

DBSCAN Clustering Algorithm C# Implementation

✭ 38

C#dotnet clustering dotnet-core unsupervised-learning dbscan

ClusterAnalysis.jl

Cluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)

✭ 22

julia machine-learning algorithms clustering cluster k-means dbscan dbscan-clustering k-means-clustering

GrouProx

FedGroup, A Clustered Federated Learning framework based on Tensorflow

✭ 20

python Jupyter Notebook shell clustering heterogeneous-data federated-learning tensorflow2

point-cloud-clusters

A catkin workspace in ROS which uses DBSCAN to identify which points in a point cloud belong to the same object.

✭ 43

python CMake C++udacity ubuntu clustering ros perception euclidean dbscan dbscan-clustering

react-map-gl-cluster

Urbica React Cluster Component for Mapbox GL JS

✭ 27

javascript react map webgl mapbox-gl maps clustering mapbox-gl-js cluster data-visualization supercluster

Machine-Learning-Specialization

Project work and Assignments for Machine learning specialization course on Coursera by University of washington

✭ 27

Jupyter Notebook machine-learning clustering regression classification predicting-housing-prices

Deep-multimodal-subspace-clustering-networks

Tensorflow implementation of "Deep Multimodal Subspace Clustering Networks"

✭ 62

python clustering tensorflow subspace multimodal affinity-fusion

pyclustertend

A python package to assess cluster tendency

✭ 38

python data-science machine-learning statistics clustering scikit-learn vat cluster-analysis hopkins visual-assessment-cluster-tendency clustertendency cluster-tendency ivat

autoplait

Python implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.

✭ 24

Roff python time-series clustering automatic-summarization timeseries-segmentation

inet ssh dist

SSH distribution for erlang

✭ 46

erlang Makefile ssh security clustering

topometry

A comprehensive dimensional reduction framework to recover the latent topology from high-dimensional data.

✭ 64

python visualization data-science machine-learning clustering graphs scikit-learn data-visualization information-visualization dimensionality-reduction topology-visualiztion dimension-reduction topological-data-analysis knowledge-representation topology-optimization single-cell-genomics single-cell-analysis single-cell-omics data-topology

opensvc

The OpenSVC node agent

✭ 27

python Roff shell NSIS Makefile Batchfile docker kubernetes monitoring clustering containers discovery orchestration lxc configuration-management kvm podman drp

consul-cluster-manager

Consul - based cluster manager that can be plugged into Vert.x ecosystem.

✭ 17

java shell consul clustering vertx distributed-lock cluster-manager distributed-counter distributed-map

dtw-python

Python port of R's Comprehensive Dynamic Time Warp algorithms package

✭ 139

python c cython Makefile time timeseries clustering dynamic warping

acoustic-keylogger

Pipeline of a keylogging attack using just an audio signal and unsupervised learning.

✭ 80

python Dockerfile clustering keylogger unsupervised-learning

Machine-learning

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

✭ 27

Jupyter Notebook machine-learning algorithm deep-learning clustering linear-regression datascience model-selection neural-networks polynomial-regression hacktoberfest hacktober nlp-machine-learning prediction-model logisitic-regression decision-tree-regression customer-segmentation random-forest-regression hactoberfest-accepted

Leaflet.MarkerCluster.LayerSupport

Sub-plugin for Leaflet.markercluster plugin; brings compatibility with Layers Control and other plugins

✭ 53

javascript clustering leaflet leaflet-plugins markercluster

AnnA Anki neuronal Appendix

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

✭ 39

python nlp ai flashcards clustering scheduler pca machinelearning kmeans anki embedding doc2vec bert umap latent sentence-embeddings neighbourhood sbert sementics

postsack

Visually cluster your emails by sender, domain, and more to identify waste

✭ 288

rust windows macos linux native clustering email wasm treemap

torch DCEC

Pytorch Deep Clustering with Convolutional Autoencoders implementation

✭ 73

python clustering pytorch

BetaML.jl

Beta Machine Learning Toolkit

✭ 64

julia data-science machine-learning deep-learning clustering regression neural-networks imputation

RAE

基于tensorflow搭建的神经网络recursive autuencode，用于实现句子聚类

✭ 12

python clustering text tensorflow-experiments rnn-model

algorithms

The All ▲lgorithms documentation website.

✭ 114

javascript shell CSS algorithms clustering sort bit-manipulation sorting-algorithms game-theory hacktoberfest greedy-algorithm numerical-analysis allalgorithms selection-algorithm

scarf

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.

quartz-scheduler-hazelcast-jobstore

An implementation of a Quartz Scheduler JobStore using Hazelcast distributed Collections

✭ 42

java distributed-systems clustering hazelcast quartz-scheduler

TrajSuite

TrajSuite is a cross-platform Java application that provides a suite of trajectory data-mining and visualisation features.

✭ 15

java opengl algorithms clustering visualisation classification trajectory data-minig

SHARP

SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection

✭ 14

r clustering scrna-seq single-cell-analysis random-projection 1-million-cells

nbodykit

Analysis kit for large-scale structure datasets, the massively parallel way

✭ 93

python clustering mpi parallel-computing cosmology astrophysics large-scale-structure data-analysis mpi4py

M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

VOSviewer-Online

VOSviewer Online is a tool for network visualization. It is a web-based version of VOSviewer, a popular tool for constructing and visualizing bibliometric networks.

✭ 44

javascript HTML react clustering layout react-component network-visualization network-analysis vosviewer vosviewer-online bibliometric-network

ParallelKMeans.jl

Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm

✭ 45

julia Jupyter Notebook clustering parallel-computing kmeans-clustering kmeans-clustering-algorithm mlj mlj-unsupervised

LabelPropagation

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

✭ 101

python community graph clustering community-detection dataset graph-cut modularity louvain unsupervised-learning propagation graph-partitioning label-propagation graph-clustering fast-greedy randomized-algorithm homophily walktrap probabilistic-clustering

protoactor-python

Proto Actor - Ultra fast distributed actors

✭ 78

python actors akka protobuf cross-platform clustering actor-model distributed-computing

tsam

A python-based time series aggregation module (tsam) which can be used to reduce the number of time steps using typical periods or by decreasing the temporal resolution

✭ 112

python timeseries clustering optimization aggregation energy-system typical-periods

st dbscan

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

✭ 82

python clustering spatio-temporal spatio-temporal-analysis dbscan-clustering

gouda

Golang Utilities for Data Analysis

✭ 18

go data-science machine-learning clustering data-analysis kmeans dbscan kdtree interpolate

teanaps

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

✭ 91

Jupyter Notebook python nlp natural-language-processing text-mining data-mining clustering named-entity-recognition classification topic-modeling summarization text-processing syntax-analysis morphological-analysis python-package korean-text-processing korean-nlp google-colabotory teanaps

ClusterTransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

✭ 36

python clustering pytorch embeddings transformer albert pytorch-implementation bert-embeddings distilbert roberta-model

js-markerclusterer

Create and manage clusters for large amounts of markers

✭ 92

typescript javascript googlemaps google maps clustering google-maps markers utility-library marker-clustering

FSDA

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.

ML-Track

This repository is a recommended track, designed to get started with Machine Learning.

✭ 19

Jupyter Notebook visualization machine-learning clustering numpy scikit-learn regression pandas classification bias-variance dimesion-reduction

audio noise clustering

https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques to reduce noise on an audio speech recording.

✭ 24