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numpy-broadcasting

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AleksBL / Block_TD_block_sparse

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Matrix classes for matrices that are block-tridiagonal. Contains specialized class that uses a specialized algorithm for inverting these types of matrices. Much faster than the numpy and scipy equivalents when a particular matrix is block tridiagonal and large enough.

matrix inversion matrix-multiplication linearalgebra greens-functions electronic-structure-calculations tridiagonal tridiagonal-matrix-algorithm numpy-broadcasting block-tridiagonal-matrix inversion-algorithm fancy-tag
  • Updated Sep 21, 2026
  • Python

SatvikPraveen / NumPyMasterPro

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From-first-principles NumPy project: ten themed notebooks, a typed and tested utility package, and NumPy-only algorithms including k-means++, PCA via SVD, ridge regression, QR and Cholesky least squares, Welford running statistics and stride tricks, with CI, property-based tests and a Docker image.

python open-source data-science machine-learning numpy linear-algebra jupyter-notebook broadcasting data-visualization scientific-computing pca data-analysis standardization vectorization kmeans-clustering numpy-tutorial numerical-computation matrix-algebra numpy-broadcasting numpy-examples
  • Updated Oct 17, 2026
  • Python

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