IPS / PSA


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# Introduction to Scientific Programming

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N. Dubray - ENSIIE - 2026 - [:arrow_right:](index.html#2)
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`$$\int_{-\infty}^\infty f(x)e^{-x^2} dx \simeq \sum_{i=0}^{n-1}w_if(x_i)$$`
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![](IPS-DEV/images/wizard.png)
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## IPS-DEV - C++ - Contents
1. [.redb[Project instructions]](IPS-DEV/project.html)
1. [Git](IPS-DEV/git.html): version control system
1. [Zen of `C++`](IPS-DEV/cppfiles.html): how to organize `C++` files
1. [GNU Make](IPS-DEV/make.html): build system
1. [Armadillo](IPS-DEV/armadillo.html): `C++` linear algebra library
1. [Doxygen](IPS-DEV/doxygen.html): documentation generator
1. [CxxTest](IPS-DEV/cxxtest.html): unit testing framework
1. [Sum optimization](IPS-PROD/sumoptim.html): efficient sum calculation
1. [Valgrind](IPS-PROD/valgrind.html): dynamic analysis tools
1. [Gdb](IPS-PROD/gdb.html): GNU project debugger
1. [LaTeX](IPS-DEV/latex.html): write beautiful math expressions
1. [Markdown](IPS-DEV/markdown.html): lightweight markup language
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## IPS-PROD - Python - Contents
1. .redb[Project instructions] :hourglass:
1. [`Python`](IPS-DEV/python.html): high-level programming language
1. [Venv/Pip](PSA/pip.html): virtual environments
1. [Numpy](IPS-PROD/numpy.html): linear algebra
1. [`Python` and `C/C++`](PSA/pythonandc.html): mix them !
1. [Swig](PSA/swig.html): generator for your bindings
1. [Matplotlib](IPS-PROD/plot.html): scientific plots
1. [Povray](IPS-PROD/povray.html): ray tracing tool
1. [Gaussian quadratures](IPS-DEV/quadratures.html): numerical integration

## Misc
* :arrow_right: [Presentation template](template/index.html)  
* :bulb: [About these slides](IPS-DEV/intro.html)
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# Introduction to Scientific Programming

.footnote[
N. Dubray - ENSIIE - 2026 - [:arrow_left:](index.html#1)
]

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## Extra
1. [VTK](PSA/vtk.html): data analysis and visualization library
1. [Errors / exceptions](PSA/exceptions.html): deal with runtime issues (`Python`, `C` and `C++`)
1. [Perf](IPS-PROD/perf.html): perf profiling tool
1. [Advanced `git`](IPS-PROD/advancedgit.html): advanced `git` usage
1. [Finite difference methods](PSA/fdm.html): some discretization methods for differential equations
1. [MongoDB](PSA/mongodb.html): a scalable NoSQL database
1. [Live monitoring](PSA/monitoring.html): how to check what the code is doing *right now*
1. [Multiprocessing](PSA/multiprocessing.html): distribute your calculations (`Python`)
1. [Mpi4py](PSA/mpi4py.html): allow processes to communicate (`Python`)
1. [Named pipes](PSA/solution.html): nice optional IPC solution
1. [Astyle](IPS-DEV/astyle.html): code formatting tool
1. [Quantum mechanics](IPS-DEV/quantumintro.html): Short introduction
1. [Typst](IPS-DEV/typst.html): Markdown + Easier Latex math
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