A flexible and efficient С++ template library for dimension reduction
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Jun 17, 2024 - C++
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dimension-reduction
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A header-only C++ library for sketching in randomized linear algebra
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Oct 24, 2024 - C++
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
python algorithm time-series clustering trajectory-analysis dynamic-time-warping dimension-reduction trajectory distance-calculation frechet-distance sequential-data trajectory-clustering fr-chet-distance frechet polygonal-chain continuous-frechet-distance dimensional-polygonal-curves nearest-centers sampling-algorithms polygonal-curves
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Aug 29, 2023 - C++
DR.SC: Joint dimension reduction and spatial clustering for single-cell/spatial transcriptomics data
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Mar 21, 2024 - C++
Autoencoder dimensionality reduction, EMD-Manhattan metrics comparison and classifier based clustering on MNIST dataset
cpp clustering lsh mnist-dataset pyhton approximate-nearest-neighbor-search bottleneck dimension-reduction manhattan-distance earth-movers-distance brute-force-search
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Mar 5, 2021 - C++
Neural Principal Component Analysis
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Jan 26, 2020 - C++
Algorithmic problem-solving project using autoencoders for dimension reduction, nearest neighbor search algorithms, and K-means clustering. Developed as part of a university course on software development for algorithmic problems.
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Oct 3, 2024 - C++
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