Sid2690 / Deep-KANLinks
Better implementation of Kolmogorov Arnold Network
☆26Updated last year
Alternatives and similar repositories for Deep-KAN
Users that are interested in Deep-KAN are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆41Updated last year
- ☆16Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆260Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated 11 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆54Updated 7 months ago
- ☆99Updated 7 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆107Updated last month
- Official implementation of Diffusion Graph Networks (DGNs)☆72Updated 8 months ago
- ☆170Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 6 months ago
- Pytorch Implmentation of Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series (ACSSM), ICLR 2025 Oral☆19Updated 8 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆59Updated 4 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆202Updated 5 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆35Updated last year
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆36Updated 2 months ago
- Multiwavelets-based operator model☆68Updated 3 years ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆46Updated 3 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆80Updated last year
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Updated 2 years ago
- MeshGraphNets (MGN)☆69Updated 2 years ago
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆91Updated this week
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆77Updated 7 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆220Updated 11 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆159Updated 7 months ago