clustering

There are 55 repositories under clustering topic.

Effect-TS / effect
Build production-ready applications in TypeScript
cli clustering concurrency dependency-injection effect error-handling javascript observability opentelemetry platform schema typescript workflows
Language:TypeScript 11853
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
Language:Jupyter Notebook 9581
postgresml / postgresml
Postgres with GPUs for ML/AI apps.
ml machine-learning ai ann artificial-intelligence classification embeddings knn llm postgres rag regression sql vector-database approximate-nearest-neighbor-search clustering forecasting
Language:Rust 6616
haifengl / smile
Statistical Machine Intelligence & Learning Engine
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet linear-algebra computer-algebra-system multidimensional-scaling deep-learning statistics dataframe data-science genetic-algorithm llm computer-vision
Language:Java 6288
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
data-mining data-science machine-learning data-visualization orange python scikit-learn numpy scipy pandas decision-trees clustering visualization orange3 random-forest plotting classification regression visual-programming
Language:Python 5461
protoactor-go
asynkron / protoactor-go
Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin
grpc actor-model actors cross-platform protobuf akka clustering distributed-computing go distributed-systems golang
Language:Go 5373
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
Language:Jupyter Notebook 4446
dedupeio / dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
dedupe record-linkage python python-library entity-resolution dedupe-library de-duplicating datamade clustering
Language:Python 4394
Leaflet / Leaflet.markercluster
Marker Clustering plugin for Leaflet
leaflet map mapping clustering leaflet-plugins
Language:JavaScript 4122
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
3655
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering statistics kafka data-mining apriori word2vec flink-ml fm flink-machine-learning graph-embedding
Language:Java 3615
seandavi / awesome-single-cell
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
analysis analysis-pipeline atac-seq awesome-list bioinformatics cell-clusters cell-cycle cell-differentiation cell-populations clustering data-integration data-visualization dimensionality-reduction gene-expression gene-expression-profiles python rna-seq-data rna-seq-experiments scrna-seq-data single-cell
3552
tirthajyoti / Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
numpy statistics pandas matplotlib regression scikit-learn classification clustering decision-trees random-forest dimensionality-reduction neural-network deep-learning artificial-intelligence data-science machine-learning k-nearest-neighbours naive-bayes pytest flask
Language:Jupyter Notebook 3273
USearch
unum-cloud / USearch
Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search
Language:C++ 3238
scikit-learn-contrib / hdbscan
A high performance implementation of HDBSCAN clustering.
machine-learning machine-learning-algorithms clustering clustering-algorithm cluster-analysis clustering-evaluation
Language:Jupyter Notebook 3016
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification bitext-mining reranking multilingual-nlp mteb low-resource-nlp multimodal
Language:Python 2955
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2410
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.
machine-learning deep-learning python classification clustering natural-language-processing computer-vision spacy nltk scikit-learn prophet time-series-analysis convolutional-neural-networks tensorflow keras statsmodels pandas jupyter notebook jupyter-notebook
Language:Jupyter Notebook 2358
mapbox / supercluster
A very fast geospatial point clustering library for browsers and Node.
clustering algorithm computational-geometry javascript maps
Language:JavaScript 2276
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
machine-learning analytics php classification clustering regression anomaly-detection deep-learning natural-language-processing
Language:PHP 2169
bitwalker / libcluster
Automatic cluster formation/healing for Elixir applications
clustering elixir erlang-distribution
Language:Elixir 2103
SGrondin / bottleneck
Job scheduler and rate limiter, supports Clustering
rate-limiting rate-limiter scheduler limiter clustering throttling throttle
Language:JavaScript 1945
JuliaAI / MLJ.jl
A Julia machine learning framework
machine-learning julia pipelines tuning data-science tuning-parameters predictive-modeling classification regression statistics clustering stacking ensemble-learning pipeline
Language:Julia 1880
PyPOTS
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
anomaly-detection classification clustering data-analysis data-mining data-science deep-learning forecasting generation imputation machine-learning missing-values neural-networks pytorch time-series
Language:Python 1860
asynkron / protoactor-dotnet
Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin
actors clustering proto-actor akka distributed-systems distributed-computing
Language:C# 1855
nomic-ai / nomic
Interact, analyze and structure massive text, image, embedding, audio and video datasets
python clustering duplicate-detection embeddings text topic-modeling unstructured-data
Language:Python 1850
text-analytics-with-python
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.
text-analytics text-summarization text-classification python natural-language natural-language-processing clustering sentiment semantic sentiment-analysis nltk stanford-nlp spacy pattern scikit-learn gensim
Language:Jupyter Notebook 1686
mlr-org / mlr
Machine Learning in R
machine-learning data-science tuning cran r-package predictive-modeling classification regression statistics r survival-analysis imbalance-correction tutorial mlr learners hyperparameters-optimization feature-selection multilabel-classification clustering stacking
Language:R 1668
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
Language:Jupyter Notebook 1615
uis-rnn
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
Language:Python 1586
JustGlowing / minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
machine-learning vector-quantization som neural-networks unsupervised-learning manifold-learning self-organizing-map clustering outlier-detection dimensionality-reduction kohonen
Language:Python 1556
parthsarthi03 / raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
rag retrieval retrieval-augmented-generation clustering language-model machine-learning vector-database agents framework llm
Language:Python 1460
Unsupervised-Classification
wvangansbeke / Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco
Language:Python 1451
jokergoo / ComplexHeatmap
Make Complex Heatmaps
clustering complex-heatmaps heatmap
Language:R 1433
tribuo
oracle / tribuo
Tribuo - A Java machine learning library
machine-learning java deep-learning classification regression clustering nlp ml
Language:Java 1370
efremidze / Cluster
Easy Map Annotation Clustering 📍
map cluster clustering mapkit ios swift annotations apple cocoapods carthage
Language:Swift 1292