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Quick reference for switching between mathematical computation environments for computer algebra, numeric processing and data visualisation. Examples are Matlab, IDL, SPlus, and their open-source counterparts Octave, Scilab, Python+NumPy and R.
Design and develop Recommendation and Adaptive Prediction Engines to address eCommerce opportunities. Build a portfolio of engines by creating and porting algorithms from multiple disciplines to a usable form. Try to solve NetFlix and other challenges.
Pym translates Matlab(tm) m-files into python and then compiles them into python bytecode (.pyc). A matlab console is planned as well as the ability to call python functions from m-functions/scripts.
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Matlab/Octave to Python conversion facility. The tool will take existing scripts
and convert them to Python. Also includes Python bindings to Octave and
a small runtime support library. Built on top of Numeric Python extensions.
Port of Numerical Python to Jython (Java Python) to support all mathematical operations (linear algebra, matrices, DSP, wavelets, FFT, arrays...) and thus compete with commercial packages such as Matlab. It can be easily embedded in Java programs.
MatPy is a Python package for numerical linear algebra and plotting with a
MatLab-like interface. It currently consists of wrappers around Numeric and
Gnuplot packages, but eventually may be implemented directly in C/C++, or as
interface to Octave.
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Python Arrays is a project to reimplement the existing Python Numeric
module which adds the ability to efficiently manipulate large
numeric arrays in ways similar to Matlab and IDL.
Central schemes offer a simple and versatile approach for computing approximate solutions of non-linear systems of hyperbolic conservation laws and related PDEs.
"PyLab Works" is a free and open source replacement for LabView + MatLab, written in pure Python. PyLab Works is much easier to learn and to extend than LabView and gives a much better programming environment than MatLab. Even kids can use it!
libGo is a C++ class library containing all kinds of
things that proved useful to me.
Included are:
- Linear algebra, using LAPACK and CBLAS
- V4L(1) image grabber
- Multithreading
- Image containers (up to 3D)
- Some simple optimisation code
- Python embedding helper
- Matlab interface
- .. and other things, have a look at the HTML documentation!
golib grew over many years, things I had use for have been added now and then.
Some parts are better taken care of than others.
If...
A library for handling vectors, tensors, and more.
VectTens is an object-oriented numerical library designed to manipulate vectors, tensors, and other mathematical quantities in a simple and efficient manner.