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kat Adamdad

41

711

mit

11

[ICLR2025] Kolmogorov-Arnold Transformer

kan transformer computer-vision kolmogorov-arnold-networks

Created 2024-09-05

59 commits to main branch, last one about a month ago

Efficient-KAN-in-Chinese lgy112112

16

160

mit

2

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

kan deep-learning neural-network

Created 2024-05-26

25 commits to main branch, last one 3 days ago

high-order-layers-torch jloveric

4

44

mit

3

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order...

kan grid spline pytorch deeplearning discontinuous hp-refinement fluid-dynamics fourier-series sparse-network pytorch-lightning high-order-methods piecewise-polynomial chebyshev-polynomials implicit-representions lagrange-polynomial-interpolation

Created 2020-02-20

518 commits to master branch, last one 8 months ago

KAN-AutoEncoder SekiroRong

1

32

mit

2

KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)

ae kan rvq vae audio vq-vae pytorch torchaudio autoencoder pytorch-vae deep-learning audio-processing

Created 2024-05-08

32 commits to main branch, last one 9 months ago

iTansformer_LSTM_CrossAttention_KAN laowu-code

2

28

unknown

2

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

pv kan tcn lstm solar optuna forecasting itransformer multivariate cross-attention

Created 2024-11-01

28 commits to master branch, last one 2 months ago