clustering

There are 45 repositories under clustering topic.

pycaret / pycaret
An open-source, low-code machine learning library in Python
data-science citizen-data-scientists python machine-learning pycaret ml gpu time-series regression classification anomaly-detection clustering
Language:Jupyter Notebook 8483
haifengl / smile
Statistical Machine Intelligence & Learning Engine
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet graph linear-algebra computer-algebra-system multidimensional-scaling deep-learning statistics dataframe data-science genetic-algorithm
Language:Java 5930
postgresml / postgresml
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm postgres python rag regression search sql vector-database approximate-nearest-neighbor-search clustering forecasting
Language:Rust 5479
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 4892
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 4629
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow machine-learning regression convolutional-neural-networks logistic-regression book reinforcement-learning autoencoder linear-regression classification clustering
Language:Jupyter Notebook 4451
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
Language:Python 3987
Leaflet / Leaflet.markercluster
Marker Clustering plugin for Leaflet
clustering leaflet leaflet-plugins map mapping
Language:JavaScript 3867
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 3500
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
3132
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
Language:Jupyter Notebook 2999
seandavi / awesome-single-cell
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
rna-seq-data gene-expression scrna-seq-data bioinformatics awesome-list dimensionality-reduction cell-cycle atac-seq analysis cell-differentiation python clustering cell-populations gene-expression-profiles rna-seq-experiments cell-clusters analysis-pipeline data-integration data-visualization single-cell
2933
phoenix
Arize-ai / phoenix
AI Observability & Evaluation
ai-monitoring ai-observability ai-roi clustering llm-eval llmops ml-monitoring ml-observability mlops model-monitoring model-observability umap
Language:Jupyter Notebook 2733
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 2688
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
bigclam clustering community-detection data-science deep-learning deepwalk dimensionality-reduction embedding factorization graph-clustering igraph machine-learning matrix-factorization network-analysis network-clustering network-science networkx node2vec social-network unsupervised-learning
Language:Python 2271
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
Language:Jupyter Notebook 2208
mapbox / supercluster
A very fast geospatial point clustering library for browsers and Node.
algorithm clustering computational-geometry javascript maps
Language:JavaScript 2031
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
machine-learning data-science neural-network analytics php classification clustering regression anomaly-detection deep-learning cross-validation machine-learning-library php-ml php-machine-learning prediction natural-language-processing algorithm php-ai artificial-intelligence ai
Language:PHP 1978
bitwalker / libcluster
Automatic cluster formation/healing for Elixir applications
clustering elixir erlang-distribution
Language:Elixir 1886
SGrondin / bottleneck
Job scheduler and rate limiter, supports Clustering
rate-limiting rate-limiter scheduler limiter clustering throttling throttle
Language:JavaScript 1755
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 1726
usearch
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 🔍
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++ 1726
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# 1669
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 1629
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.
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
Language:Jupyter Notebook 1624
justmarkham / DAT8
General Assembly's 2015 Data Science course in Washington, DC
data-science machine-learning scikit-learn data-analysis pandas jupyter-notebook python course linear-regression logistic-regression model-evaluation naive-bayes natural-language-processing decision-trees ensemble-learning clustering regular-expressions web-scraping data-visualization data-cleaning
Language:Jupyter Notebook 1600
moosefs / moosefs
MooseFS – Open Source, Petabyte, Fault-Tolerant, Highly Performing, Scalable Network Distributed File System (Software-Defined Storage)
software-defined-storage posix filesystem file-system distributed-file-system clustering distributed-storage distributed-computing fuse big-data snapshot storage-tiering high-availability scalability storage moosefs hadoop posix-compliant petabyte ditributed-systems
Language:C 1593
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.
speaker-diarization uis-rnn speaker-recognition supervised-learning clustering supervised-clustering machine-learning
Language:Python 1534
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert sgpt text-classification bitext-mining reranking multilingual-nlp
Language:Python 1449
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
Language:Python 1391
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 1312
efremidze / Cluster
Easy Map Annotation Clustering 📍
map cluster clustering mapkit ios swift annotations apple cocoapods carthage
Language:Swift 1262
jokergoo / ComplexHeatmap
Make Complex Heatmaps
heatmap complex-heatmaps clustering
Language:R 1238
tribuo
oracle / tribuo
Tribuo - A Java machine learning library
classification clustering deep-learning java machine-learning ml nlp regression
Language:Java 1227
loxilb-io / loxilb
eBPF based cloud-native load-balancer. Powering Kubernetes|Edge|5G|IoT|XaaS Apps.
cloud-native ebpf edge golang k8s networking hybrid-cloud kubernetes public-cloud nat nat64 nat66 clustering service-loadbalancer network-security sctp kubernetes-networking loadbalancing
Language:Go 1182
bitwalker / swarm
Easy clustering, registration, and distribution of worker processes for Erlang/Elixir
clustering erlang-distribution process-registry elixir
Language:Elixir 1181