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title
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MatrixCalculus provides matrix calculus for everyone. It is an online tool that computes vector and matrix derivatives (matrix calculus).
image
site name
author
Soeren Laue, Philipp Lucas
updated
2026-02-05 22:55:12
raw text
Matrix Calculus Toggle navigation Matrix Calculus Documentation About Matrix Calculus MatrixCalculus provides matrix calculus for everyone. It is an online tool that computes vector and matrix derivatives (matrix calculus). derivative of w.r.t. \({}\) where {{v.name}} is a Export functions as Python Latex Common subexpressions {{ctrl.service.error.msg}} This page needs Javascript. Examples Operators Error Messages 0.5*x'*A*x A*exp(x) sin(x)'*y (y.*v)'*x a^b norm2(A*x-y)^2 sum(log(exp(-y.*(X*w)) + vector(1))) tr(A*X'*B*X*C) log(det(inv(X))) Standard Operators + addition - subtraction * multiplication / division ^ power Element-wise Operators .* element-wise multiplication ./ element-wise division .^ element-wise power sin() element-wise sin cos() element-wise cos tan() elem...
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