SynodicMonth / ChebyKAN
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
☆363Updated 9 months ago
Alternatives and similar repositories for ChebyKAN:
Users that are interested in ChebyKAN are comparing it to the libraries listed below
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆382Updated 8 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆174Updated 2 months ago
- Variations of Kolmogorov-Arnold Networks☆112Updated 9 months ago
- Benchmarking and Testing FastKAN☆71Updated 8 months ago
- ☆718Updated 8 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆118Updated 5 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆828Updated 3 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆235Updated 5 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆179Updated 4 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆189Updated 2 months ago
- ☆127Updated 9 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆70Updated 8 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 3 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆126Updated last month
- ☆85Updated 8 months ago
- Implementation of the proposed minGRU in Pytorch☆279Updated last week
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆156Updated 6 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆466Updated 3 months ago
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆114Updated 8 months ago
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆712Updated 2 months ago
- A More Fair and Comprehensive Comparison between KAN and MLP☆160Updated 6 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆84Updated 8 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆111Updated 4 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆186Updated 3 weeks ago
- C++ and Cuda ops for fused FourierKAN☆75Updated 9 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆110Updated 6 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆129Updated 9 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆86Updated 8 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆34Updated 3 months ago
- Fast Convolutional KAN☆58Updated 9 months ago