Python Geometrical Morphing
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Updated
Nov 9, 2023 - Python
Python Geometrical Morphing
Surrogate Optimization Toolbox for Python
Fast radial basis function interpolation and kriging for large scale data
Open source library for scientific HPC
Enables computations over a set of particles in N-dimensional space
Surface manipulation and mesh morphing library
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
Multivariate Local Polynomial Regression and Radial Basis Function Regression
Pytorch RBF Layer implements a radial basis function layer in Pytorch. Radial Basis networks can be used to approximate functions.
an implementation of a Radial Basis Function Neural Network (RBFNN) for classification problem.
FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German though, sry. :/
Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
GPU-Accelerated Radial Basis Function (RBF) Interpolation in PyTorch
Universal Partial Differential Equations Simulator
Python tools for non-intrusive reduced order modeling
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
Probabilistic Neural Network
Implementing Artificial Neural Network training process in Python
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