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Deprecated: League\Flysystem\Local\LocalFilesystemAdapter::__construct(): Implicitly marking parameter $mimeTypeDetector as nullable is deprecated, the explicit nullable type must be used instead in /var/www/html/core/vendor/league/flysystem/src/Local/LocalFilesystemAdapter.php on line 87
Deprecated: League\Flysystem\Filesystem::__construct(): Implicitly marking parameter $pathNormalizer as nullable is deprecated, the explicit nullable type must be used instead in /var/www/html/core/vendor/league/flysystem/src/Filesystem.php on line 24
Least Squares
Comparison of performance of our least squares algorithms to Matlab's implementations which is complete analogs.
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Clustering Analysis
Comparison of performance of our SparseAgglomerativeClustering algorithm to Matlab'slinkage function with 'single' method (with default settings) which is equal to our Minimal linkage criteria.
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Principal Component Analysis
In this section we compare performance of our PCA class + Transform operation to Matlab's [W, Y] = princomp(X) function with default settings.
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Statistics
In this section we compare performance of some of our statistical routines with Matlab functions: standard deviation, order statistics, correlation.
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