# Questions tagged [python]

A general purpose high-level programming language that emphasizes ease of code syntax and readability.

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### Efficiently computing $e^{tX}$ for many different values of $t$

Given an anti-Hermitian and sparse matrix $X$, I am using Python (NumPy and SciPy) to compute the matrix exponential $f(t) := e^{tX}$ for many values of $t$. The method I am currently using is to ...
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### Solving coupled differential equations in Python, 2nd order

I have a system of coupled differential equations, one of which is second-order. I am looking for a way to solve them in Python. I would be extremely grateful for any advice on how can I do that! $k$...
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### Loop optimization with f2py, Cython and Numba

I tried to used f2py, Cython and Numba to make a simple loop structure be faster in python. Python implementation: ...
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### Alternatives to numpy.einsum

Given an $n_1 \times \cdots \times n_k \times g \times g$ tensor $A$ (i.e. a collection of $g \times g$ matrices) and an $n_1 \times \cdots \times n_k \times g$ tensor $b$ (i.e. a collection of ...
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### Python: Multistart optimization using parallel programming

[I previously asked my question on StackOverflow but this site may be more appropriate] In Matlab, I am currently using the MultiStart as an optimization algo in a parallel setup for a computer ...
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### scipy.sparse: Set row/column in sparse matrix to the identity without changing sparsity

I'm using the SciPy sparse.csr_matrix format for a finite element code. In applying the essential boundary conditions, I'm setting the desired value in the right ...
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### Package for determining power output of windmill shapes?

I'm looking for the best package for doing the following: building a 3D model (or loading externally) of a non-standard windmill shape, simulating an airflow over the model, and determining the ...
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### creating a flat surface in python

I'm trying to create a figure of particle distribution from a reference surface in python. I plan to get a distribution in python and then prettify it with tikz. I tried this: ...
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### Iterative Cunnigham correction in Millikans oil-drop experiment

I tried to write an analysis program in python for the Millikan experiment based on a paper from Jones "The Millikan oil‐drop experiment: Making it worthwhile" However, I cannot reproduce the ...
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### Compute lengths of the longest edge of each cell

Having mesh = UnitSquareMesh(2, 2) Q = FunctionSpace(mesh, 'DG', 0) this works as expected ...
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### Recommendation for a python book for data processing

I've been doing FORTRAN programming for 10 years and I've started using python for a few years now, mostly for data processing. I've been lucky enough to work with people that are knowledgeable ...
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### Optimization of a blackbox function with an equality constraint?

I believe this would be an interesting problem. I have a blackbox function which can take 2-60 input variables $(X_1,X_2,...X_n)$ which are to be optimized. I'm calling this objective function as a ...
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### Sparse matrix ordering in Python

I would like to implement custom, domain-specific algorithms for sparse matrix orderings. I am looking for Python packages for ordering sparse matrices. It would be nice to have: The underlying ...
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### Basic questions regarding slepc4py/petsc4py

I am brand new to slepc4py and petsc4py (and SLEPc and PETSc in general), and I have a few basic questions. I apologize if these have been answered somewhere - I've looked around for a while and haven'...
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### Drawing isocontour data of 3d discrete volume with mayavi2

I'm trying to visualize the propagation of heat in a discrete sphere surface. The sphere is hollow, only the voxels of the boundary have value. Visualization in matlab using isosurface shows correct ...