libscientific 1.4.0

Libscientific python foreign function interface

libscientific python binding

This is a foreign function python binding of libscientific.

Libscientific is a C framework for multivariate and other statistical analysis. This library is capable to run:

• Principal component analysis using the NIPALS algorithm
• Partial Least Squares using the NIPALS algorithm
• Multiple Linear Regression using the Ordinary Least Squares algorithm
• Fisher Linear Discrimnant Analysis
• KMeans and Hierarchical clustering
• Matrix/vector/tensor operations (products, matrix inversions using the Gauss-Jordan algorithm, and so on)
• Descriptive statistics for regression and classification problems.
• Model validation with leave-one-out and Bootstrap random kfold cross validation
• Variable selection using genetic and metaheuristic algorithms
• Solve linear system of equations
• Interpolate curves usin the natural cubic spline algorithm

More information at

• https://github.com/gmrandazzo/libscientific
• http://gmrandazzo.github.io/libscientific/Source/_build/html/GettingStartedInPython.html

License

libscientific and libscientific python binding is distributed under GPLv3 license.

To know more in details how the licens work please go to "http://www.gnu.org/licenses/gpl-3.0.en.html"

libscientific is currently mantained by Giuseppe Marco Randazzo.