Blealtan / efficient-kanLinks
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
☆4,498Updated last year
Alternatives and similar repositories for efficient-kan
Users that are interested in efficient-kan are comparing it to the libraries listed below
Sorting:
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,099Updated 4 months ago
- Kolmogorov Arnold Networks☆15,975Updated 9 months ago
- ☆744Updated last year
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆903Updated 7 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆444Updated last year
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆531Updated 11 months ago
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆724Updated 11 months ago
- Official repository of the xLSTM.☆2,016Updated this week
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,879Updated last year
- Mamba SSM architecture☆16,379Updated last month
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,360Updated 11 months ago
- ikan: many kan variants for every body☆288Updated 3 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆392Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated 11 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆258Updated last year
- KAN for Vision Transformer☆253Updated last year
- Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆1,273Updated last year
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,649Updated 8 months ago
- The tensorflow implementation of KANs☆54Updated last year
- Awesome Papers related to Mamba.☆1,374Updated last year
- An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"☆1,206Updated 2 years ago
- Structured state space sequence models☆2,764Updated last year
- ☆140Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆216Updated 10 months ago
- Replace MLP with Kolmogorov-Arnold Network in CNN models and conduct experiments on CIFAR 10☆15Updated last year
- ☆346Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆136Updated last year
- VMamba: Visual State Space Models,code is based on mamba☆2,875Updated 8 months ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆298Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆200Updated 5 months ago