Kolmogorov Arnold Networks ML Frameworks

Implementations, variants, and applications of Kolmogorov-Arnold Networks (KAN) architectures and their hybrids with other neural network components. Does NOT include general neural network frameworks, non-KAN activation functions, or unrelated domain-specific applications that merely use KAN as a black-box tool.

There are 16 kolmogorov arnold networks frameworks tracked. 2 score above 50 (established tier). The highest-rated is NVIDIAGameWorks/kaolin at 64/100 with 5,056 stars. 1 of the top 10 are actively maintained.

Get all 16 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	NVIDIAGameWorks/kaolin A PyTorch Library for Accelerating 3D Deep Learning Research	64	Established	5,056	Python
2	Jim137/qkan PyTorch implementation of QKAN "Quantum-inspired Kolmogorov-Arnold Network"...	58	Established	20	Python
3	lgy112112/ikan ikan: many kan variants for every body	45	Emerging	304	Python
4	AntonioTepsich/Convolutional-KANs This project extends the idea of the innovative architecture of...	45	Emerging	917	Jupyter Notebook
5	Indoxer/LKAN Variations of Kolmogorov-Arnold Networks	38	Emerging	116	Python
6	RomanBresson/KAGNN This is the official repository for our paper KAGNNs: Kolmogorov-Arnold...	34	Emerging	53	Python
7	Simon-Bertrand/KAN-PyTorch Kolmogorov–Arnold Networks (KAN) in PyTorch	33	Emerging	25	Python
8	catswe/LinearKAN LinearKAN: A very fast implementation of Kolmogorov-Arnold Networks	32	Emerging	20	Python
9	stchakwdev/Mamba_KAN A rigorous 2x3 factorial comparison of neural network architectures: KAN vs...	25	Experimental	6	Python
10	jdorigojones/21cmKAN 21cmKAN: A Kolmogorov-Arnold Network-Based Emulator of the Global 21 cm Signal	25	Experimental	4	Jupyter Notebook
11	Marco-A93/MF-KAN 🌐 Leverage Multifidelity Kolmogorov-Arnold Networks for efficient training...	23	Experimental	1	Python
12	Khochawongwat/GRAMKAN KAN meets Gram Polynomials	22	Experimental	19	Jupyter Notebook
13	kolmogorovArnoldFourierNetwork/KAF KAF : Kolmogorov-Arnold Fourier Networks	22	Experimental	20	Jupyter Notebook
14	ceenaa/KAN Kolmogorov-Arnold Networks simple implementation using pytorch	20	Experimental	5	Jupyter Notebook
15	stchakwdev/can-kan-grok Empirical investigation of grokking in KAN. Key finding: KAN groks...	14	Experimental	4	Python
16	RamtinMoslemi/KAN-Papers A complete list of papers on Kolmogorov-Arnold Networks (KANs) extracted from arXiv	13	Experimental	—	Jupyter Notebook

Comparisons in this category

LKAN and KAN (38 vs 20) qkan and KAN-PyTorch (58 vs 33) KAN-PyTorch and LinearKAN (33 vs 32) qkan and LinearKAN (58 vs 32) KAN-PyTorch and KAN (33 vs 20) qkan and KAN (58 vs 20) LinearKAN and KAN (32 vs 20)