numerical
Solvers
Call the Differential Evolution solver. |
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Implementation of dynamic relaxation with RK integration scheme in pure Python. |
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Implementation of the dynamic relaxation method for form findong and analysis of articulated networks of axial-force members. |
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Implementation of the force density method to compute equilibrium of axial force networks. |
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Genetic Algorithm optimisation. |
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Multi-objective Genetic Algorithm optimisation. |
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Compute the principle components of a set of data points. |
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Topology optimisation in 2D using NumPy and SciPy. |
Linalg
Calculates the nullspace of the input matrix A. |
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Calculates the rank of the input matrix A. |
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Returns the degrees-of-freedom of the input matrix A. |
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Identify the pivots of input matrix U. |
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Identify the non-pivots of input matrix U. |
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Reduced row-echelon form of matrix A. |
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Reduced row-echelon form of matrix A. |
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Reduced row-echelon form of matrix A. |
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Returns the Cholesky factorisation/decomposition matrix. |
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Return a function for solving a sparse linear system (LU decomposition). |
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Calculates the lengths and co-ordinate differences. |
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Calculates the 2-norm of each row of matrix A. |
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Normalise the rows of matrix A. |
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Rotate an array of vectors through 90 degrees around an array of axes. |
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Solve a system of linear equations with part of solution known. |
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Solve (sparse) a system of linear equations with part of solution known. |
Matrices
Creates a vertex adjacency matrix. |
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Creates a matrix representing vertex degrees. |
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Creates a connectivity matrix from a list of vertex index pairs. |
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Creates a laplacian matrix from a list of edge topologies. |
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Creates a face-vertex adjacency matrix. |
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Creates a network’s nodal mass matrix. |
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Construct the equilibrium matrix of a structural system. |
Operators
Construct the gradient operator of a trianglular mesh. |
Utilities
Formats float to truncated string. |
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Changes float precision of float_formatter. |
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Unchanges float precision of float_formatter back to default. |