Projects in Awesome Lists tagged with clustering

https://github.com/pycaret/pycaret

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

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

Last synced: 12 May 2025

https://github.com/effect-ts/effect

Build production-ready applications in TypeScript

cli clustering concurrency dependency-injection effect error-handling javascript observability opentelemetry platform schema typescript workflows

Last synced: 13 May 2025

https://github.com/postgresml/postgresml

Postgres with GPUs for ML/AI apps.

ai ann approximate-nearest-neighbor-search artificial-intelligence classification clustering embeddings forecasting knn llm machine-learning ml postgres rag regression sql vector-database

Last synced: 14 May 2025

https://github.com/haifengl/smile

Statistical Machine Intelligence & Learning Engine

classification clustering computer-algebra-system computer-vision data-science dataframe deep-learning genetic-algorithm interpolation linear-algebra llm machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet

Last synced: 13 May 2025

https://haifengl.github.io/smile

Statistical Machine Intelligence & Learning Engine

classification clustering computer-algebra-system computer-vision data-science dataframe deep-learning genetic-algorithm interpolation linear-algebra llm machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet

Last synced: 29 Jan 2025

https://github.com/asynkron/protoactor-go

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

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

Last synced: 13 May 2025

https://github.com/AsynkronIT/protoactor-go

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

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

Last synced: 26 Apr 2025

https://github.com/biolab/orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

classification clustering data-mining data-science data-visualization decision-trees machine-learning numpy orange orange3 pandas plotting python random-forest regression scikit-learn scipy visual-programming visualization

Last synced: 14 May 2025

https://github.com/binroot/tensorflow-book

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

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

Last synced: 14 May 2025

https://github.com/BinRoot/TensorFlow-Book

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

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

Last synced: 20 Mar 2025

https://github.com/dedupeio/dedupe

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

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

Last synced: 14 May 2025

https://github.com/datamade/dedupe

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

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

Last synced: 22 Feb 2025

https://github.com/leaflet/leaflet.markercluster

Marker Clustering plugin for Leaflet

clustering leaflet leaflet-plugins map mapping

Last synced: 11 May 2025

https://github.com/Leaflet/Leaflet.markercluster

Marker Clustering plugin for Leaflet

clustering leaflet leaflet-plugins map mapping

Last synced: 15 Mar 2025

https://github.com/alibaba/alink

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

apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost

Last synced: 14 May 2025

https://github.com/christianversloot/machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers

Last synced: 14 May 2025

https://github.com/alibaba/Alink

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

apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost

Last synced: 14 Mar 2025

https://github.com/tirthajyoti/machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

artificial-intelligence classification clustering data-science decision-trees deep-learning dimensionality-reduction flask k-nearest-neighbours machine-learning matplotlib naive-bayes neural-network numpy pandas pytest random-forest regression scikit-learn statistics

Last synced: 14 May 2025

https://github.com/tirthajyoti/Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

artificial-intelligence classification clustering data-science decision-trees deep-learning dimensionality-reduction flask k-nearest-neighbours machine-learning matplotlib naive-bayes neural-network numpy pandas pytest random-forest regression scikit-learn statistics

Last synced: 27 Nov 2024

https://github.com/scikit-learn-contrib/hdbscan

A high performance implementation of HDBSCAN clustering.

cluster-analysis clustering clustering-algorithm clustering-evaluation machine-learning machine-learning-algorithms

Last synced: 13 May 2025

https://github.com/unum-cloud/usearch

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly

Last synced: 29 Mar 2025

https://github.com/embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

benchmark bitext-mining clustering information-retrieval mteb multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding

Last synced: 12 May 2025

https://github.com/dipanjans/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 14 May 2025

https://github.com/dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 25 Mar 2025

https://github.com/mapbox/supercluster

A very fast geospatial point clustering library for browsers and Node.

algorithm clustering computational-geometry javascript maps

Last synced: 13 May 2025

https://github.com/rubixml/ml

A high-level machine learning and deep learning library for the PHP language.

ai algorithm analytics anomaly-detection artificial-intelligence classification clustering cross-validation data-science deep-learning machine-learning machine-learning-library natural-language-processing neural-network php php-ai php-machine-learning php-ml prediction regression

Last synced: 14 May 2025

https://github.com/bitwalker/libcluster

Automatic cluster formation/healing for Elixir applications

clustering elixir erlang-distribution

Last synced: 08 May 2025

https://github.com/RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

ai algorithm analytics anomaly-detection artificial-intelligence classification clustering cross-validation data-science deep-learning machine-learning machine-learning-library natural-language-processing neural-network php php-ai php-machine-learning php-ml prediction regression

Last synced: 20 Mar 2025

https://github.com/sgrondin/bottleneck

Job scheduler and rate limiter, supports Clustering

clustering limiter rate-limiter rate-limiting scheduler throttle throttling

Last synced: 14 May 2025

https://github.com/SGrondin/bottleneck

Job scheduler and rate limiter, supports Clustering

clustering limiter rate-limiter rate-limiting scheduler throttle throttling

Last synced: 21 Mar 2025

https://github.com/juliaai/mlj.jl

A Julia machine learning framework

classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters

Last synced: 13 May 2025

https://github.com/asynkron/protoactor-dotnet

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

actors akka clustering distributed-computing distributed-systems proto-actor

Last synced: 14 May 2025

https://github.com/JuliaAI/MLJ.jl

A Julia machine learning framework

classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters

Last synced: 15 Mar 2025

https://github.com/AsynkronIT/protoactor-dotnet

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

actors akka clustering distributed-computing distributed-systems proto-actor

Last synced: 08 Jan 2025

https://github.com/dipanjans/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 15 May 2025

https://github.com/dipanjanS/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 05 May 2025

https://github.com/mlr-org/mlr

Machine Learning in R

classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial

Last synced: 14 May 2025

https://github.com/nomic-ai/nomic

Interact, analyze and structure massive text, image, embedding, audio and video datasets

clustering duplicate-detection embeddings python text topic-modeling unstructured-data

Last synced: 13 May 2025

https://github.com/justmarkham/dat8

General Assembly's 2015 Data Science course in Washington, DC

clustering course data-analysis data-cleaning data-science data-visualization decision-trees ensemble-learning jupyter-notebook linear-regression logistic-regression machine-learning model-evaluation naive-bayes natural-language-processing pandas python regular-expressions scikit-learn web-scraping

Last synced: 15 May 2025

https://github.com/google/uis-rnn

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

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

Last synced: 14 May 2025

https://github.com/JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

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

Last synced: 01 May 2025

https://github.com/wvangansbeke/unsupervised-classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

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

Last synced: 01 Apr 2025

https://github.com/wvangansbeke/Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

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

Last synced: 26 Mar 2025

https://github.com/jokergoo/ComplexHeatmap

Make Complex Heatmaps

clustering complex-heatmaps heatmap

Last synced: 02 May 2025

https://github.com/jokergoo/complexheatmap

Make Complex Heatmaps

clustering complex-heatmaps heatmap

Last synced: 14 May 2025

https://github.com/oracle/tribuo

Tribuo - A Java machine learning library

classification clustering deep-learning java machine-learning ml nlp regression

Last synced: 11 May 2025

https://github.com/efremidze/cluster

Easy Map Annotation Clustering 📍

annotations apple carthage cluster clustering cocoapods ios map mapkit swift

Last synced: 15 May 2025

https://github.com/efremidze/Cluster

Easy Map Annotation Clustering 📍

annotations apple carthage cluster clustering cocoapods ios map mapkit swift

Last synced: 09 Dec 2024

https://github.com/prbonn/depth_clustering

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

catkin clustering depth depth-clustering depth-image fast lidar pcl point-cloud range range-image real-time robotics ros segmentation velodyne velodyne-sensor

Last synced: 16 May 2025

https://github.com/PRBonn/depth_clustering

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

catkin clustering depth depth-clustering depth-image fast lidar pcl point-cloud range range-image real-time robotics ros segmentation velodyne velodyne-sensor

Last synced: 20 Mar 2025

https://github.com/bitwalker/swarm

Easy clustering, registration, and distribution of worker processes for Erlang/Elixir

clustering elixir erlang-distribution process-registry

Last synced: 14 May 2025

https://github.com/annoviko/pyclustering

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

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

Last synced: 14 May 2025

https://github.com/unum-cloud/uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 14 May 2025

https://github.com/wannesm/dtaidistance

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

c clustering distance-measure dtw dynamic-time-warping python timeseries

Last synced: 13 May 2025

https://github.com/kzampog/cilantro

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

3d 3d-visualization clustering convex convex-hull icp iterative-closest-point k-means mds mean-shift model-fitting non-rigid-registration pca point-cloud ransac reconstruction registration rgbd segmentation spectral-clustering

Last synced: 16 May 2025

https://github.com/tensorflow/similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

barlow-twins clustering contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search nearest-neighbors python simclr simclr2 similarity-learning similarity-search simsiam tensorflow unsupervised-learning

Last synced: 15 May 2025

https://github.com/krotik/eliasdb

EliasDB a graph-based database.

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

Last synced: 12 Apr 2025

https://github.com/steineggerlab/foldseek

Foldseek enables fast and sensitive comparisons of large structure sets.

alignments bioinformatics clustering protein-structure

Last synced: 15 May 2025

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 01 Apr 2025

https://github.com/thealgorithms/r

Collection of various algorithms implemented in R.

algorithm algorithms classification clustering data-mining datamanipulation education hacktoberfest learning machine-learning practice preprocessing r r-language r-programming regression

Last synced: 14 May 2025

https://github.com/boazsegev/iodine

iodine - HTTP / WebSockets Server for Ruby with Pub/Sub support

clustering high-performance http message-bus multithreading pubsub ruby server sse web-server websocket

Last synced: 29 Apr 2025

https://github.com/scikit-multilearn/scikit-multilearn

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

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

Last synced: 14 May 2025

https://github.com/tirthajyoti/Stats-Maths-with-Python

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

analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels

Last synced: 01 May 2025

https://github.com/tirthajyoti/stats-maths-with-python

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

analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels

Last synced: 12 Apr 2025

https://github.com/ohler55/agoo

A High Performance HTTP Server for Ruby

benchmark clustering clusters fast graphql graphql-server http https ipv6 rack rails rails5 ruby server sse unix-domain-socket wabur web webserver websocket

Last synced: 10 Apr 2025

https://github.com/rapidsai/raft

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 14 May 2025

https://github.com/TheAlgorithms/R

Collection of various algorithms implemented in R.

algorithm algorithms classification clustering data-mining datamanipulation education hacktoberfest learning machine-learning practice preprocessing r r-language r-programming regression

Last synced: 04 Dec 2024

https://github.com/trekhleb/machine-learning-octave

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

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

Last synced: 04 Apr 2025

https://github.com/elki-project/elki

ELKI Data Mining Toolkit

anomalydetection cluster-analysis clustering data-analysis data-mining data-mining-algorithms data-science distance-functions index indexing java machine-learning outlier-detection outliers time-series visualization

Last synced: 14 May 2025

https://github.com/benedekrozemberczki/clustergcn

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

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

Last synced: 04 Apr 2025

https://github.com/chengshiwen/influxdb-cluster

InfluxDB Cluster - Open Source Alternative to InfluxDB Enterprise

clustering high-availability influxdb influxdb-cluster influxdb-enterprise

Last synced: 16 May 2025

https://github.com/smartcorelib/smartcore

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

classification clustering machine-learning machine-learning-algorithms model-selection regression rust rust-lang scientific-computing statistical-learning statistical-models

Last synced: 14 May 2025

https://github.com/benedekrozemberczki/ClusterGCN

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

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

Last synced: 01 May 2025

https://github.com/loicland/superpoint_graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

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

Last synced: 07 May 2025

https://github.com/beedotkiran/Lidar_For_AD_references

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

autonomous-driving clustering lidar-point-cloud obstacle-detection simulator

Last synced: 20 Mar 2025

https://github.com/yomguithereal/talisman

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

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

Last synced: 14 Apr 2025

https://github.com/tomekvenits/react-native-map-clustering

React Native map clustering both for Android and iOS.

clustering map maps mapview markers react react-native

Last synced: 16 May 2025

https://github.com/Yomguithereal/talisman

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

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

Last synced: 15 Mar 2025

https://github.com/waikato/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.

clustering data-stream-mining java machine-learning machine-learning-algorithms moa streaming-algorithms

Last synced: 15 May 2025

https://github.com/anujvyas/machine-learning-projects

This repository consists of all my Machine Learning Projects.

classification clustering deployment google-colab jupyter-notebook machine-learning matplotlib numpy pandas python regression seaborn sklearn

Last synced: 04 Apr 2025

https://github.com/apache/commons-math

Apache Commons Math

clustering fitting integration interpolation java least-squares math optimization polynomial solver stat transforms

Last synced: 14 May 2025

https://github.com/Waikato/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.

clustering data-stream-mining java machine-learning machine-learning-algorithms moa streaming-algorithms