IvanDrokin / torch-conv-kanLinks
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageN…
☆507Updated 7 months ago
Alternatives and similar repositories for torch-conv-kan
Users that are interested in torch-conv-kan are comparing it to the libraries listed below
Sorting:
- KAN for Vision Transformer☆248Updated 9 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆882Updated 3 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆423Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆104Updated 3 months ago
- ikan: many kan variants for every body☆277Updated last month
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month
- Only implemented through torch: "bi - mamba2" , "vision- mamba2 -torch". support 1d/2d/3d/nd and support export by jit.script/onnx;☆345Updated 7 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆184Updated 7 months ago
- Fast Convolutional KAN☆61Updated last year
- ☆135Updated last year
- Wavelet Convolutions for Large Receptive Fields. ECCV 2024.☆481Updated last month
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆434Updated 2 weeks ago
- ☆739Updated last year
- xLSTM as Generic Vision Backbone☆480Updated 8 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆380Updated last year
- ☆242Updated 4 months ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- 本仓库旨在介绍如何通过源码编译的方法成功安装mamba,可解决selective_scan_cuda和本地cuda环境冲突的问题☆96Updated 4 months ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆591Updated last month
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆293Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆250Updated 10 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 10 months ago
- Benchmarking and Testing FastKAN☆78Updated last year
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆510Updated 2 weeks ago
- Replace MLP with Kolmogorov-Arnold Network in CNN models and conduct experiments on CIFAR 10☆15Updated last year
- [Official Repo] Visual Mamba: A Survey and New Outlooks☆683Updated 4 months ago
- Minimal Mamba-2 implementation in PyTorch☆206Updated last year
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆719Updated 2 weeks ago
- 🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)☆75Updated last year