Selected Softwares
For my work, I'm using several Softwares and Tools. Most of them are Open source and can be found on MLOSS.org.
Matlab
When working with Matlab, I use mainly:
- SVM-KM: Open Source Toolbox for regression and classification (SVM, Kernel based).
- SimpleMKL: Open Source Toolbox for Multiple Kernel Learning).
- LibSVM and a slightly modified version that you can find here.
- SPAMS A very efficient optimization toolbox for convex optimization (mainly proximal methods).
Python
When working with python I use mainly:
- Numpy/Scipy Efficient matrix and array processing (Linear algebra)
- cvxopt A very good optimization toolbox for convex optimization.
- sklearn Complete Machine learning toolbox
BCI
Concerning BCI interfaces, I use OpenVibe that is an Open Source C++ software and library.