Alternatives and similar repositories for MLP-KAN

Users that are interested in MLP-KAN are comparing it to the libraries listed below

• Jerry-Master / KAN-benchmarking
  Benchmark for efficiency in memory and time of different KAN implementations.
  ☆130Updated last year
• mlsquare / xKAN
  Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc
  ☆35Updated last year
• AthanasiosDelis / faster-kan
  Benchmarking and Testing FastKAN
  ☆83Updated last year
• SynodicMonth / ChebyKAN
  Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
  ☆385Updated last year
• quiqi / relu_kan
  ☆95Updated last year
• 1ssb / torchkan
  An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations
  ☆188Updated 9 months ago
• Boris-73-TA / OrthogPolyKANs
  Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.
  ☆38Updated 9 months ago
• GistNoesis / FusedFourierKAN
  C++ and Cuda ops for fused FourierKAN
  ☆80Updated last year
• ZiyaoLi / fast-kan
  FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)
  ☆432Updated last year
• sidhu2690 / RBF-KAN
  This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.
  ☆29Updated last year
• SpaceLearner / JacobiKAN
  Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.
  ☆39Updated last year
• jakariaemon / CNN-KAN
  A modified CNN architecture using Kolmogorov-Arnold Networks
  ☆83Updated last year
• yu-rp / KANbeFair
  A More Fair and Comprehensive Comparison between KAN and MLP
  ☆171Updated last year
• andrewgcodes / xlstm
  my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture
  ☆131Updated last year
• kyegomez / xLSTM
  Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"
  ☆119Updated 2 weeks ago
• akaashdash / kansformers
  ☆137Updated last year
• team-daniel / KAN
  Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
  ☆255Updated 11 months ago
• nate-gillman / fourier-head
  Official implementation of "Fourier Head: Helping Large Language Models Learn Complex Probability Distributions" (ICLR 2025)
  ☆66Updated 5 months ago
• JianpanHuang / KAN
  This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.
  ☆35Updated last year
• Indoxer / LKAN
  Variations of Kolmogorov-Arnold Networks
  ☆115Updated last year
• StarostinV / convkan
  Convolutional layer for Kolmogorov-Arnold Network (KAN)
  ☆106Updated 5 months ago
• YihongDong / FAN
  ☆244Updated 5 months ago
• zavareh1 / Wav-KAN
  This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…
  ☆148Updated 2 months ago
• TariqAHassan / S4Torch
  PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
  ☆84Updated last year
• alirezaafzalaghaei / fKAN
  Implementation of Fractional Kolmogorov-Arnold Network (fKAN)
  ☆26Updated 7 months ago
• remigenet / TKAN
  TKAN: Temporal Kolmogorov-Arnold Networks
  ☆212Updated 8 months ago
• jmtomczak / vae_kan_example
  A simple example of VAEs with KANs
  ☆12Updated last year
• smvorwerk / xlstm-cuda
  Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports
  ☆89Updated last year
• myscience / x-lstm
  Pytorch implementation of the xLSTM model by Beck et al. (2024)
  ☆171Updated last year
• jlamprou / Fourier-Analysis-Networks-FAN
  A pytorch implementation of Fourier Analysis Networks (FAN)
  ☆36Updated 10 months ago