Python Geometrical Morphing
-
Updated
Nov 9, 2023 - Python
Python Geometrical Morphing
An implementation of an RBF layer/module using PyTorch.
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.
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. :/
Universal Partial Differential Equations Simulator
GPU-Accelerated Radial Basis Function (RBF) Interpolation in PyTorch
Combine B-Spline (BS) and Radial Basis Function (RBF) in Kolmogorov-Arnold Networks (KANs)
Python tools for non-intrusive reduced order modeling
Implementing Artificial Neural Network training process in Python
Probabilistic Neural Network
Predicting wine quality using regression on the well-known UCI data set and more
EvoRBF: Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms
Optimization platform based on evolutionary algorithms.
Fast and scalable RBF interpolation
Basic implementation of FNN and RBF neural networks using tensorflow.
Training Radial Basis Function Network with the help of ES
Add a description, image, and links to the radial-basis-function topic page so that developers can more easily learn about it.
To associate your repository with the radial-basis-function topic, visit your repo's landing page and select "manage topics."