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Top 346 clustering open source projects

A tidyverse suite for (pre-) machine-learning: cluster, PCA, permute, impute, rotate, redundancy, triangular, smart-subset, abundant and variable features.

✭ 17

r data-analysis clustering matrix rstudio tidyverse pca data-frame

Watset

Watset: Automatic Induction of Synsets from a Graph of Synonyms

✭ 16

shell nlp deprecated clustering

Pyclustering

pyclustring is a Python, C++ data mining library.

✭ 806

python python3 machine-learning data-science algorithms neural-networks clustering data-mining

Minisom

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

✭ 801

python machine-learning neural-networks clustering unsupervised-learning

Agoo

A High Performance HTTP Server for Ruby

✭ 679

c ruby graphql web http rails server websocket benchmark https fast clustering webserver graphql-server ipv6 sse rack rails5

Depth clustering

🚕 Fast and robust clustering of point clouds generated with a Velodyne sensor.

✭ 657

real-time segmentation ros fast clustering point-cloud lidar range pcl depth

Complexheatmap

Make Complex Heatmaps

✭ 654

r clustering heatmap

Scikit Multilearn

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

✭ 638

python machine-learning classification scikit-learn clustering

Machine Learning Octave

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

✭ 637

matlab machine-learning neural-network neural-networks clustering regression prediction linear-regression octave

Elki

ELKI Data Mining Toolkit

✭ 613

java machine-learning data-science visualization data-analysis time-series clustering data-mining index indexing anomalydetection

Eliasdb

EliasDB a graph-based database.

✭ 611

go golang database graphql tutorial rest-api graph swagger embedded cluster clustering graphql-server graph-database standalone query-language

Unsupervised Classification

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

✭ 605

python image-classification clustering unsupervised-learning representation-learning

Smile

Statistical Machine Intelligence & Learning Engine

Talisman

Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.

✭ 584

javascript machine-learning natural-language-processing clustering information-retrieval deduplication fuzzy-matching

Cilantro

A lean C++ library for working with point cloud data

✭ 577

3d segmentation clustering point-cloud registration reconstruction pca rgbd

Superpoint graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

✭ 533

python pytorch segmentation semantic-segmentation clustering point-cloud lidar semantic

Clustergcn

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

✭ 529

python deep-learning pytorch neural-network clustering

Lopq

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

✭ 530

python spark clustering nearest-neighbor-search

Dtaidistance

Time series distances: Dynamic Time Warping (DTW)

✭ 499

python clustering timeseries

Tensorflow Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

✭ 4,448

Jupyter Notebook python machine-learning tensorflow reinforcement-learning convolutional-neural-networks book classification clustering regression autoencoder logistic-regression linear-regression

Lidar for ad references

A list of references on lidar point cloud processing for autonomous driving

✭ 456

clustering simulator autonomous-driving

React Native Map Clustering

React Native map clustering both for Android and iOS.

✭ 450

javascript react react-native map maps clustering markers

Vsearch

Versatile open-source tool for microbiome analysis

✭ 444

search bioinformatics clustering

Shaman

Small, lightweight, api-driven dns server.

✭ 426

go golang devops developer-tools dns clustering devtools dns-server

Akkatecture

a cqrs and event sourcing framework for dotnet core using akka.net

✭ 414

csharp microservices dotnet-core microsoft ddd clustering cqrs event-sourcing netstandard akka domain-driven-design event-driven actors

Moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

✭ 409

java machine-learning clustering machine-learning-algorithms

Cdp

Code for our ECCV 2018 work.

✭ 391

python graph face-recognition clustering

Stats Maths With Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

✭ 381

python jupyter-notebook machine-learning data-science statistics analytics numpy pandas clustering mathematics matplotlib scipy bayesian-statistics probability

Dogvscat

Sample Docker Swarm cluster stack of tools

✭ 377

docker monitoring containers hcl prometheus clustering swarm elk

Protoactor Go

Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin

✭ 3,934

go cross-platform grpc protobuf clustering akka distributed-computing actor-model actors

Coherence

Oracle Coherence Community Edition

✭ 328

java cloud microservices distributed clustering hpc caching scalability in-memory polyglot data-grid

Self Label

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

✭ 324

python clustering resnet representation-learning

Cdhit

Automatically exported from code.google.com/p/cdhit

✭ 320

perl clustering

Malheur

A Tool for Automatic Analysis of Malware Behavior

✭ 313

c machine-learning classification clustering malware-analysis

Leaflet.markercluster

Marker Clustering plugin for Leaflet

✭ 3,305

javascript HTML map clustering mapping leaflet leaflet-plugins

Elasticluster

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

✭ 298

python cloud ansible azure spark cluster clustering hadoop gcp hpc ec2

All Algorithms implemented in R

✭ 294

r machine-learning algorithms learning education classification clustering data-mining regression practice

React Native Maps Super Cluster

A Clustering-enabled map for React Native

✭ 284

javascript react-native maps clustering react-native-component

Gcn clustering

Code for CVPR'19 paper Linkage-based Face Clustering via GCN

✭ 283

jupyter-notebook clustering

Rabbitmq Peer Discovery K8s

Kubernetes-based peer discovery mechanism for RabbitMQ

✭ 283

erlang kubernetes rabbitmq k8s clustering

Dedupe

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

✭ 3,241

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

2018 Machinelearning Lectures Esa

Machine Learning Lectures at the European Space Agency (ESA) in 2018

✭ 280

jupyter-notebook deep-learning machine-learning neural-network clustering machinelearning anomaly-detection text-mining random-forest linear-regression topic-modeling decision-trees pca tf-idf

Supervizer

NodeJS Application Manager

✭ 278

javascript cli monitoring server tools cluster clustering management systemd pm2 sysadmin

Google Maps Clustering

Fast marker clustering library for Google Maps Android API.

✭ 276

java android clustering google-maps

Dagsfm

Distributed and Graph-based Structure from Motion

✭ 269

c computer-vision graph distributed-systems clustering 3d-reconstruction solver structure-from-motion sfm

L2c

Learning to Cluster. A deep clustering strategy.

✭ 262

python deep-learning artificial-intelligence deep-neural-networks clustering unsupervised-learning transfer-learning artificial-neural-networks semi-supervised-learning supervised-learning

Mongodb consistent backup

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

✭ 255

python mongodb clustering databases backups

Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Pycaret

An open-source, low-code machine learning library in Python

✭ 4,594

python Jupyter Notebook machine-learning data-science gpu ml nlp time-series clustering regression classification anomaly-detection pycaret citizen-data-scientists

NNS

Nonlinear Nonparametric Statistics

✭ 26

r machine-learning statistics time-series clustering nonlinear econometrics nonparametric partial-moments

k8s-openresty-streaming

Full-fledged media streaming server with OpenResty and rtmp module

✭ 37

Dockerfile letsencrypt docker kubernetes stream rtmp clustering openresty alpine-image nginx-rtmp k8s-cluster geoip-api auto-ssl telize

dti-clustering

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

✭ 60

python shell computer-vision deep-learning clustering pytorch unsupervised-learning image-clustering neurips-2020 neurips2020

micca

micca - MICrobial Community Analysis

✭ 19

python Dockerfile bioinformatics clustering metagenomics amplicon

watset-java

An implementation of the Watset clustering algorithm in Java.

✭ 24

java Dockerfile nlp clustering semantics community-detection embeddings graph-clustering markov-clustering graph-embeddings chinese-whispers fuzzy-clustering watset maxmax

TEXTOIR

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

✭ 31

python c C++shell cython natural-language-processing deep-neural-networks clustering artificial-intelligence bert dialogue-systems intent-discovery intent-recognition open-classification acl2021

ML2017FALL

Machine Learning (EE 5184) in NTU

✭ 66

Jupyter Notebook machine-learning sentiment-analysis text-classification clustering cnn rnn image-classification recommender-system pm25 predictive-modeling unsupervised-learning sentiment-classification recommendation-algorithm

MVGL

TCyb 2018: Graph learning for multiview clustering

✭ 26

matlab clustering unsupervised-learning multimodality multiview-learning multiview-clustering multiple-features multimodal

scrapyr

a simple & tiny scrapy clustering solution, considered a drop-in replacement for scrapyd

✭ 50

go HCL Dockerfile clustering scrapy scrapyd-server

Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

M3C

Monte Carlo Reference-based Consensus Clustering

✭ 24

r clustering consensus-clustering

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