clustering

There are 39 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 7118
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 5701
protoactor-go
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
Language:Go 4482
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 4456
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 4019
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 3688
Leaflet / Leaflet.markercluster
Marker Clustering plugin for Leaflet
leaflet map mapping clustering leaflet-plugins
Language:JavaScript 3620
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 3320
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 2674
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
2459
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 2395
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 2115
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 2061
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
1782
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 1772
bitwalker / libcluster
Automatic cluster formation/healing for Elixir applications
clustering erlang-distribution elixir
Language:Elixir 1709
mapbox / supercluster
A very fast geospatial point clustering library for browsers and Node.
clustering algorithm computational-geometry javascript maps
Language:JavaScript 1629
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 1599
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 1583
alan-turing-institute / 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 1574
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# 1536
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 1532
SGrondin / bottleneck
Job scheduler and rate limiter, supports Clustering
rate-limiting rate-limiter scheduler limiter clustering throttling throttle
Language:JavaScript 1468
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 1455
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 1415
efremidze / Cluster
Easy Map Annotation Clustering 📍
map cluster clustering mapkit ios swift annotations apple cocoapods carthage
Language:Swift 1230
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 1211
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 1156
tribuo
oracle / tribuo
Tribuo - A Java machine learning library
machine-learning java deep-learning classification regression clustering nlp ml
Language:Java 1137
bitwalker / swarm
Easy clustering, registration, and distribution of worker processes for Erlang/Elixir
clustering erlang-distribution process-registry elixir
Language:Elixir 1134
annoviko / pyclustering
pyclustering is a Python, C++ data mining library.
clustering oscillatory-networks data-mining neural-networks python3 c-plus-plus machine-learning algorithms data-science python
Language:Python 1057
jokergoo / ComplexHeatmap
Make Complex Heatmaps
heatmap complex-heatmaps clustering
Language:R 1022
PRBonn / depth_clustering
:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.
catkin velodyne-sensor segmentation clustering velodyne real-time fast ros point-cloud depth-image depth range range-image pcl depth-clustering lidar robotics
Language:C++ 1018
eliasdb
krotik / eliasdb
EliasDB a graph-based database.
golang graph embedded supports-transactions query-language standalone tutorial rest-api swagger database graphql graphql-server cluster clustering graph-database
Language:Go 964
tensorflow / similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning clustering python simclr simclr2 barlow-twins simsiam cosine-similarity knn
Language:Python 935
wannesm / dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
timeseries dtw clustering dynamic-time-warping distance-measure c python
Language:Python 866

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