10 projects
teneva
Compact implementation of basic operations in the tensor-train (TT) format, including TT-SVD, TT-ALS, TT-ANOVA, TT-CROSS, TT-truncate for approximation of multidimensional arrays and multivariate functions
protes
Method PROTES (PRobabilistic Optimizer with TEnsor Sampling) for derivative-free optimization of the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format
teneva-bm
Benchmarks library, based on the package teneva, for testing multivariate approximation and optimization methods
teneva-opti
Collection of various optimization methods, including tensor based, for multivariate functions and multidimensional data arrays
fpcross
Solver in the low-rank tensor-train format with cross approximation approach for solution of the multidimensional Fokker-Planck equation
ttopt
Multivariate function optimizer based on the tensor train approach.
teneva-jax
Compact implementation of basic operations in the tensor-train (TT) format with jax framework for approximation, optimization and sampling with multidimensional arrays and multivariate functions
teneva-ht-jax
Compact implementation of basic operations in the Hierarchical Tucker (HT) format for approximation and sampling from multidimensional arrays and multivariate functions
fempdesolver
Solve 1D and 2D PDE by finite elements method.
FEMsolverPDE
Solve 1D and 2D PDE by finite elements method.
