Code Resources
Julia - Python - R - Matlab - C++ - Delphi
Free packages and libraries for machine learning using Riemannian geometry and EEG/ERP signal processing.
Free packages and libraries for machine learning using Riemannian geometry and EEG/ERP signal processing.
Julia
Julia
by Marco CongedoA comprehensive package for manipulating objects in the Riemannian manifold of positive definite matrices.
by Marco Congedo, Anton Andreev and Saloni JainA package for performing machine learning in the Riemannian manifold of positive definite matrices.
by Marco CongedoA package for the Fourier analysis of multivariate time-series in the frequency and time-frequency domain
by Marco CongedoA package for multivariate linear filters (PCA, CCA, CSP, CSTP, AJD...)
Python
Python
by Alexandre BarachantA complete library for manipulating objects in the Riemannian manifold of positive definite matrices.
by Alexandre Barachant & Vinay JayaramThe Mother of all BCI Benchmarks, a framework for objectively testing brain-computer interface (BCI) classifiers using large amount of public data.
Riemannian Procrustes Analysis
by Pedro RodriguesLibrary for Riemannian transfer learning for brain-computer Interfaces.by Pedro RodriguesCode for testing the Riemannian Minimum Distance to Means Field Classifier (RMDMF) in MOABB (Mother of All Benchmarks) and for computing Power Means of Symmetric Positive Definite Matrices.
by Elizaveta SaifutdinovaLibrary for automatic artefact rejection in sleep EEG data.
R
R
by Laura MasieroLibrary for manipulating objects in the Riemannian manifold of positive definite matrices.
Matlab
Matlab
by Alexandre BarachantLibrary for manipulating objects in the Riemannian manifold of positive definite matrices. Not anymore maintained.
by Louis KorczowskiMultivariate Regression ERP estimations using spatio-temporal filtering, single-trial weighting (for removing artefacts) and latency correction.
C++
C++
by Thibaut MonseigneLibrary for manipulating objects in the Riemannian manifold of positive definite matrices.
Delphi
Delphi
Ask me. I have cumulated tens of thausands of lines of code. See also Software