clustering
Projects with this topic
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Search for patterns in river water samples data
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My attempts to solve homework from the Moscow Institute of Physics and Technology course
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Collection of completed data-mining (university course) on python
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Clustering and rescheduling algorithms for the Social Internet of Energy. Related scientific manuscripts: https://ieeexplore.ieee.org/abstract/document/8784194 https://www.mdpi.com/1424-8220/20/13/3704
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The end.. and maybe the beginning of the LinuxPMI kernel clustering extensions. Based on openmosix.
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A program that utilizes cluster computing and parallel programming to simulate trading strategies on the Nordic stock market.
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Implementation of fuzzy k-means (with extragrades) clustering in Rust
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DPCfam Workstation version. Runs on Linux-based systems. Developed and tested on Ubuntu 18. DPCfamW uses the moodycamel::ConcurrentQueue library ( https://github.com/cameron314/concurrentqueue ) freely available provided citation (Simplified BSD license). This version replicates the pipeline used in to anlayze UniRef50 (v. 2017_07) as in Unsupervised protein family classification by Density Peak clustering, Russo ET, 2020, PhD Thesis ( http://hdl.handle.net/20.500.11767/116345 ), but with smaller datasets. Largest dataset we analysed is the TESTproteins_cd50.fasta datased we provide in this package. Due to memory bounds we do not guarantee that the abalysis of largest datasets is acheivable with this version.
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Implementation of Altieri, F., Pietracaprina, A., Pucci, G., & Vandin, F. (2021). Scalable distributed approximation of internal measures for clustering evaluation. In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) (pp. 648-656). Society for Industrial and Applied Mathematics.
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Capstone 1: Caterpillar Tube Pricing Prediction & Categorization. Capstone 2:Pipeline Multi-Leak Classification.
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Machine Learning - Regression Problem
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Cluster analysis of conformere ensembles
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A simple spectral clustering example made with Python.
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pyAMNESIA: a python pipeline for analysing the Activity and Morphology of NEurons using Skeletonization and other Image Analysis techniques.
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"Cloud container data analytics, statistical modeling, and machine learning on distributed databases". "A free opensource alternative to SPSS, SAS, MATLAB, PowerBI, Tableau and Alteryx". Runs on Linux, Windows, MacOS, and in the cloud via containers.
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