juntaoJianggavin / kan-cifar10Links
Replace MLP with Kolmogorov-Arnold Network in CNN models and conduct experiments on CIFAR 10
☆15Updated last year
Alternatives and similar repositories for kan-cifar10
Users that are interested in kan-cifar10 are comparing it to the libraries listed below
Sorting:
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆532Updated 11 months ago
- ikan: many kan variants for every body☆288Updated 4 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆903Updated 7 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆113Updated 7 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆155Updated 5 months ago
- KAN for Vision Transformer☆253Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆447Updated last year
- Fast Convolutional KAN☆65Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆259Updated last year
- ☆140Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated 11 months ago
- ☆745Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆220Updated 11 months ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆300Updated last year
- Wavelet Convolutions for Large Receptive Fields. ECCV 2024.☆521Updated 5 months ago
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆482Updated 4 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆136Updated last year
- 🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)☆75Updated last year
- Quizz App Using Custom Diffusion Model to create deep fake of Satelite Earth image☆56Updated last year
- Liquid neural networks for cancer image classification☆84Updated 2 years ago
- Only implemented through torch: "bi - mamba2" , "vision- mamba2 -torch". support 1d/2d/3d/nd and support export by jit.script/onnx;☆379Updated 11 months ago
- Benchmarking and Testing FastKAN☆86Updated last year
- 深度学习中各种即插即用小模块☆448Updated last year
- ☆248Updated 3 weeks ago
- ☆15Updated last year
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,507Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆121Updated last year
- CNN+KAN architecture on MNIST (Val Acc: 96%)☆13Updated last year
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆38Updated last year