Clustering-in-PythonClustering 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.
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ParallelKMeans.jlParallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
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tsp-essayA fun study of some heuristics for the Travelling Salesman Problem.
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pypmcClustering with variational Bayes and population Monte Carlo
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scSeqRThis package has migrated to https://github.com/rezakj/iCellR please use iCellR instead of scSeqR for more functionalities and updates.
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CytoPyA data-centric flow/mass cytometry automated analysis framework
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Orange3🍊 📊 💡 Orange: Interactive data analysis
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RcppMLRcpp Machine Learning: Fast robust NMF, divisive clustering, and more
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GemsecThe TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Stars: ✭ 210 (+138.64%)
clueminerinteractive clustering platform
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swanagerA high-level Docker Services management tool built on top of Swarm
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scicloj.mlA Clojure machine learning library
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WatsonClusterA simple C# class using Watson TCP to enable a one-to-one high availability cluster.
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kohonen-mapsImplementation of SOM and GSOM
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Clustering.jlA Julia package for data clustering
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clustering-pythonDifferent clustering approaches applied on different problemsets
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VectoraiVector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
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rabbitmq-clustererThis project is ABANDONWARE. Use https://www.rabbitmq.com/cluster-formation.html instead.
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ClustergrammerAn interactive heatmap visualization built using D3.js
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Revisiting-Contrastive-SSLRevisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
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MAL-MapCluster and visualize relationships between anime on MyAnimeList
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DccThis repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
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ExpressionMatrix2Software for exploration of gene expression data from single-cell RNA sequencing.
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snATAC<<------ Use SnapATAC!!
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DESOM🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
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fsfcFeature Selection for Clustering
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consul roleAnsible role to install Consul (cluster of) server/agent
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PottslabUnsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)
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syncfluxSyncFlux is an Open Source InfluxDB Data synchronization and replication tool for migration purposes or HA clusters
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ml-bookCodice sorgente ed Errata Corrige del mio libro "A tu per tu col Machine Learning"
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EgoSplittingA NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
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dmmclustdmmclust is a package for clustering short texts, based on Yin and Wang (2014)
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Clustering4EverC4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
Stars: ✭ 126 (+43.18%)
Clustering With Deep LearningGeneric implementation for clustering with deep learning : representation learning (DNN) + clustering
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IntroduceToEclicpseVert.xThis repository contains the code of Vert.x examples contained in my articles published on platforms such as kodcu.com, medium, dzone. How to run each example is described in its readme file.
Stars: ✭ 27 (-69.32%)
SpectralclusterPython re-implementation of the spectral clustering algorithm in the paper "Speaker Diarization with LSTM"
Stars: ✭ 220 (+150%)
mathematics-statistics-for-data-scienceMathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
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DBSCANc++ implementation of clustering by DBSCAN
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Uci Ml ApiSimple API for UCI Machine Learning Dataset Repository (search, download, analyze)
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clusterixVisual exploration of clustered data.
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PqkmeansFast and memory-efficient clustering
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FixedEffectjlrR interface for Fixed Effect Models
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DtwclustR Package for Time Series Clustering Along with Optimizations for DTW
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GsdmmGSDMM: Short text clustering
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SplitterA Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
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Micro ClusterRun multiple micro servers and a front proxy at a time
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ssdcssdeep cluster analysis for malware files
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NNetalgorithm for study: multi-layer-perceptron, cluster-graph, cnn, rnn, restricted boltzmann machine, bayesian network
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Flexsearch ServerHigh-performance FlexSearch Server for Node.js (Cluster)
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Rayo.jsMicro framework for Node.js
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pipeCompA R framework for pipeline benchmarking, with application to single-cell RNAseq
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