SekiroRong / KAN-AutoEncoder
KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)
☆22Updated 3 months ago
Related projects: ⓘ
- Fast Convolutional KAN☆48Updated 4 months ago
- The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"☆88Updated 3 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆75Updated 3 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆27Updated 2 months ago
- Temporal Kolmogorov-Arnold Transformer☆45Updated last week
- TKAN: Temporal Kolmogorov-Arnold Networks☆140Updated last week
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆70Updated 3 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆104Updated 3 weeks ago
- ☆37Updated last week
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆12Updated 2 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆23Updated 4 months ago
- Benchmarking and Testing FastKAN☆57Updated 3 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆14Updated 3 months ago
- The tensorflow implementation of KANs☆37Updated 3 weeks ago
- ☆14Updated 3 months ago
- This repo provides some examples (mostly solving PDE) to compare KAN and MLP☆13Updated 4 months ago
- Code for the paper "Stochastic Normalizing Flows for Inverse Problems: a Markov Chains Viewpoint"☆11Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆59Updated 3 months ago
- ☆111Updated 4 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆95Updated last month
- KAN for Vision Transformer☆199Updated 3 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆183Updated 2 weeks ago
- ☆24Updated 9 months ago
- Kolmogorov–Arnold Networks (KAN) in PyTorch☆17Updated 4 months ago
- C++ and Cuda ops for fused FourierKAN☆71Updated 4 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆332Updated 2 months ago
- Spectral Attention Autoregressive Model (SAAM)☆14Updated last year
- ☆26Updated last year
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆143Updated last month
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆147Updated last month