rbfn is a set of python classes built to help with data filtration using RBFN (Radial Basis Function Network) for a real and monodimensionaly signal. You can:
- Calculate and store RBFN weigths
- Plot and store trained and tested data
- Use simply statistical functions to make initials analisys from datasets
- Merge more datasets with same signal size
rbfn uses a number of open source projects to work properly:
- [scipy] - to perform linear algebra algorithms
- [numpy] - to perform matrix analisy
- [os] - module to manipolate folders ans files.
- [matplotlib] - to help with plots
- [sklearn] - module to integrate machine learning