tsp-essayA fun study of some heuristics for the Travelling Salesman Problem.
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machine-learning-courseMachine Learning Course @ Santa Clara University
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kmeans-clustererk-means clustering in Ruby
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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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GrouProxFedGroup, A Clustered Federated Learning framework based on Tensorflow
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minicoreFast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.
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react-map-gl-clusterUrbica React Cluster Component for Mapbox GL JS
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nlp-ltNatural Language Processing for Lithuanian language
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mongodb-clusterMongoDB sharded cluster
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py-lbgPython Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization.
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ClusterAnalysis.jlCluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)
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ZeitlineA polylinear timeline with clustering, centred on interactions. — Doc and demo https://octree-gva.github.io/Zeitline/
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point-cloud-clustersA catkin workspace in ROS which uses DBSCAN to identify which points in a point cloud belong to the same object.
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RATTLEReference-free reconstruction and error correction of transcriptomes from Nanopore long-read sequencing
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Machine-Learning-SpecializationProject work and Assignments for Machine learning specialization course on Coursera by University of washington
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Apartment-Interest-PredictionPredict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
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Clustering-DatasetsThis repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.
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NTFk.jlUnsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering
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