mintisan / awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
☆2,718Updated last week
Alternatives and similar repositories for awesome-kan:
Users that are interested in awesome-kan are comparing it to the libraries listed below
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,202Updated 5 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆818Updated 2 months ago
- ☆714Updated 8 months ago
- Kolmogorov Arnold Networks☆15,334Updated last week
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆380Updated 7 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆462Updated 2 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆359Updated 8 months ago
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆711Updated 2 months ago
- Official repository of the xLSTM.☆1,655Updated 2 weeks ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆232Updated 4 months ago
- KAN for Vision Transformer☆240Updated 3 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆169Updated 2 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆175Updated 3 months ago
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,112Updated last month
- TKAN: Temporal Kolmogorov-Arnold Networks☆188Updated last month
- Kolmogorov-Arnold Transformer: A PyTorch Implementation with CUDA kernel☆650Updated 3 months ago
- Awesome Papers related to Mamba.☆1,292Updated 3 months ago
- Schedule-Free Optimization in PyTorch☆2,075Updated last month
- Collection of papers on state-space models☆572Updated this week
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆464Updated this week
- Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆1,110Updated 6 months ago
- ☆122Updated 8 months ago
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,700Updated 10 months ago
- 给中文KAN学习者和开发者准备的各种KAN的详细的中文注释+使用例子☆139Updated 2 months ago
- Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch☆911Updated this week
- Benchmark for efficiency in memory and time of different KAN implementations.☆117Updated 5 months ago
- 🚀 Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton☆1,822Updated this week
- X-KANeRF [KANeRF-benchmarking]: KAN based NeRF with various basis functions like B-Splines, Fourier, Gaussians, Wavelets, Polynomials, et…☆163Updated 7 months ago
- Benchmarking and Testing FastKAN☆70Updated 8 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,188Updated 2 months ago