Simon-Bertrand / KAN-PyTorch
Kolmogorov–Arnold Networks (KAN) in PyTorch
☆17Updated 4 months ago
Related projects: ⓘ
- Transformer model based on Kolmogorov–Arnold Network(KAN), which is an alternative of Multi-Layer Perceptron(MLP)☆23Updated 2 months ago
- ☆111Updated 4 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆75Updated 3 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆21Updated 3 months ago
- 🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)☆70Updated 4 months ago
- C++ and Cuda ops for fused FourierKAN☆71Updated 4 months ago
- The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"☆88Updated 3 months ago
- Wavelet-Attention CNN for Image Classification☆21Updated 2 years ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆90Updated last week
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆70Updated 3 months ago
- Uncertainty Quantification☆16Updated last month
- Fast Convolutional KAN☆48Updated 4 months ago
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆22Updated 3 months ago
- This repository is an official PyTorch implementation of our paper “LETNet: Lightweight-Real-time-Semantic-Segmentation-Network-with-Effi…☆17Updated 10 months ago
- A simpler Pytorch + Zeta Implementation of the paper: "SiMBA: Simplified Mamba-based Architecture for Vision and Multivariate Time series…☆27Updated last week
- ☆41Updated 5 months ago
- Kolmogorov–Arnold Networks with modified activation (using fully connected network to represent the activation)☆98Updated 4 months ago
- ☆72Updated 3 months ago
- Implementation of GraphKan with torch geometrics and its application on signal classification☆34Updated 3 months ago
- Only implemented through torch: "bi - mamba2" , "vision- mamba2 -torch". support 1d/2d/3d/nd and support export by jit.script/onnx;☆110Updated 3 weeks ago
- ☆55Updated 7 months ago
- Code of the paper "Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analys…☆20Updated 9 months ago
- MSCA: Multi-Scale Channel Attention Module☆15Updated 2 years ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆68Updated last month
- ☆97Updated last month
- State Space Models☆55Updated 4 months ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆48Updated last week
- Drop-in convolutional KAN replacement of Conv2d☆13Updated 3 months ago
- ReViT - Residual Attention Vision Transformer☆26Updated 6 months ago
- PyTorch code for Diffusion Mechanism in Neural Network: Theory and Applications☆25Updated 7 months ago