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Linear Algebra With Python ⭐ 2,160

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Eigenvectors From Eigenvalues ⭐ 81

PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.

Eigenlearning ⭐ 45

codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"

Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics

Iccvw2021_gsceventmod ⭐ 19

Moving Object Detection for Event-based vision using Graph Spectral Clustering (Python implementation)

Coursera Imperial College Of London Mathematics For Machine Learning Specialization ⭐ 16

This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth

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