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classical-ml-algorithms

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LNVSITool

lukelevensaler / LNVSITool

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A PyQt6-based GUI application for venomic data analysis, spectral deconvolution, and statistical similarity indexing of neogastropod peptidomes. Uses a Sequential Analysis Pipeline (SAP)-structured, classical ML algorithm built with sklearn modules as its backend for the actual computational engine.

machine-learning bioinformatics marine-biology sklearn-pipeline peptidomics classical-ml-algorithms sequential-analysis-pipelines
  • Updated Aug 29, 2025
  • Python

tanyakuznetsova / Multidimensional-Scaling-of-European_Cities

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This project explores the spatial relationships between twenty European cities using classical manual Multidimensional Scaling (MDS), MDS from scikit-learn, and compares the results with Principal Component Analysis (PCA).

pca dimensionality-reduction mds unsupervised-learning principal-component-analysis multidimensional-scaling unsupervised-machine-learning dimensionality-reduction-technique classical-ml-algorithms
  • Updated Jan 8, 2024
  • Jupyter Notebook

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