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 17 kolmogorov arnold networks frameworks tracked. 2 score above 50 (established tier). The highest-rated is NVIDIAGameWorks/kaolin at 67/100 with 5,056 stars. 1 of the top 10 are actively maintained.

Get all 17 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	NVIDIAGameWorks/kaolin A PyTorch Library for Accelerating 3D Deep Learning Research	67	Established	5,056	Python
2	Jim137/qkan PyTorch implementation of QKAN "Quantum-inspired Kolmogorov-Arnold Network"...	61	Established	20	Python
3	AntonioTepsich/Convolutional-KANs This project extends the idea of the innovative architecture of...	40	Emerging	917	Jupyter Notebook
4	lgy112112/ikan ikan: many kan variants for every body	38	Emerging	304	Python
5	stchakwdev/kan_transformer Baantu Research: Hybrid KAN-Transformer for investigating learnable...	33	Emerging	6	Python
6	Indoxer/LKAN Variations of Kolmogorov-Arnold Networks	31	Emerging	116	Python
7	RomanBresson/KAGNN This is the official repository for our paper KAGNNs: Kolmogorov-Arnold...	27	Experimental	53	Python
8	Simon-Bertrand/KAN-PyTorch Kolmogorov–Arnold Networks (KAN) in PyTorch	26	Experimental	25	Python
9	catswe/LinearKAN LinearKAN: A very fast implementation of Kolmogorov-Arnold Networks	26	Experimental	20	Python
10	stchakwdev/Mamba_KAN A rigorous 2x3 factorial comparison of neural network architectures: KAN vs...	23	Experimental	6	Python
11	Marco-A93/MF-KAN 🌐 Leverage Multifidelity Kolmogorov-Arnold Networks for efficient training...	23	Experimental	1	Python
12	jdorigojones/21cmKAN 21cmKAN: A Kolmogorov-Arnold Network-Based Emulator of the Global 21 cm Signal	18	Experimental	4	Jupyter Notebook
13	Khochawongwat/GRAMKAN KAN meets Gram Polynomials	15	Experimental	19	Jupyter Notebook
14	kolmogorovArnoldFourierNetwork/KAF KAF : Kolmogorov-Arnold Fourier Networks	15	Experimental	20	Jupyter Notebook
15	ceenaa/KAN Kolmogorov-Arnold Networks simple implementation using pytorch	13	Experimental	5	Jupyter Notebook
16	RamtinMoslemi/KAN-Papers A complete list of papers on Kolmogorov-Arnold Networks (KANs) extracted from arXiv	11	Experimental	—	Jupyter Notebook
17	stchakwdev/can-kan-grok Empirical investigation of grokking in KAN. Key finding: KAN groks...	10	Experimental	4	Python

Comparisons in this category

qkan and KAN-PyTorch (61 vs 26) qkan and LinearKAN (61 vs 26)