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Adamdad / kat

[ICLR2025] Kolmogorov-Arnold Transformer

computer-vision transformer kan kolmogorov-arnold-networks

Updated Mar 23, 2025
Python

lgy112112 / ikan

ikan: many kan variants for every body

tutorial deep-learning neural-network kan

Updated Jul 17, 2025
Python

davydovanton / kan

Simple, functional authorization library and role management for ruby

ruby roles authorization kan

Updated Mar 12, 2020
Ruby

laowu-code / iTansformer_LSTM_CA_KAN

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

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

Updated Jun 17, 2025
Python

alexshtf / torchcurves

Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs

python machine-learning deep-learning interpolation pytorch embeddings curve-fitting spline kan b-splines parametric-curves legendre-polynomials kolmogorov-arnold-networks

Updated Apr 24, 2026
Python

AmirNoori68 / kan-review

A systematic review of Kolmogorov-Arnold Networks that bridges them with MLPs, highlights their parameter-efficient, interpretable edge-basis design, maps the open-source ecosystem, and offers a practical guide to choosing architectures.

kan systematic-review practical-guide kolmogorov-arnold-networks physiscs-informed-neural-networks choose-your-kan

Updated Jun 7, 2026

jloveric / high-order-layers-torch

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. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected a...

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

Updated Jun 24, 2024
Python

SekiroRong / KAN-AutoEncoder

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

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

Updated May 23, 2024
Jupyter Notebook

n57d30top / gemma4-on-FPGA

fpga xilinx quantization mamba gemma hdc kan npu edge-ai kv260 llm base-l2

Updated Apr 5, 2026
Verilog

Mattral / KANX

One library, four surfaces. Production-grade Kolmogorov-Arnold Networks || TensorFlow + PyTorch + ONNX. || A small KAN beats a ×ばつ larger MLP on smooth, separable target. One library. Two backends. Real ONNX export. Docker + Kubernetes ready.

machine-learning deep-learning tensorflow symbolic-regression neural-networks gpu-acceleration kan interpretability onnx production-ml kolmogorov-arnold-networks

Updated Jun 9, 2026
Python

Simon-Bertrand / KAN-PyTorch

Kolmogorov–Arnold Networks (KAN) in PyTorch

deep-learning pytorch kan kolmogorov-arnold-representation

Updated May 5, 2024
Python

Jim137 / qkan

PyTorch implementation of QKAN "Quantum-inspired Kolmogorov-Arnold Network" https://arxiv.org/abs/2509.14026

machine-learning pytorch artificial-intelligence kan quantum-machine-learning quantum-inspired-algorithm kolmogorov-arnold-networks qkan

Updated May 30, 2026
Python

andythetechnerd03 / KAN-It-Play-Flappy-Bird

Short experiment with Deep Q-Learning + KAN to play Flappy Bird.

reinforcement-learning flappy-bird deep-q-network kan kolmogorov-arnold-networks

Updated Aug 6, 2024
Python

kabachuha / nanoGPKANT

Testing KAN-based text generation GPT models

transformers text-generation gpt kan kolmogorov-arnold-representation llm kolmogorov-arnold-networks kanformers

Updated May 6, 2024
Jupyter Notebook

catswe / LinearKAN

LinearKAN: A very fast implementation of Kolmogorov-Arnold Networks

deep-learning pytorch research-project kan kolmogorov-arnold-networks

Updated Nov 12, 2025
Python

jmerelnyc / kannolo

Official kANNolo library for Kolmogorov-Arnold neural network operations

rust machine-learning deep-learning neural-network kan kolmogorov-arnold

Updated May 1, 2026
Rust

jloveric / high-order-implicit-representation

Implicit representation of various things using PyTorch and high order layers

neural-network pytorch kan lagrange-interpolation high-order-methods piecewise-polynomial implicit-representions fourier-series-network discontinuous-polynomial-network piecewise-polynomial-network coordinate-mlp

Updated May 29, 2024
Python

Youngsiii / KAN_VAE_MNIST

Example of replacing MLP with KAN in autoencoder(AE) and variational autoencoder(VAE)

autoencoder vae mlp kan pytorch-vae kolmogorov-arnold-network pytorch-autoencoder

Updated Jul 5, 2024
Jupyter Notebook

stephen-lazaro / persians

An attempt to translate ekmett's beautiful Kan library from Haskell to Scala.

scala category-theory kan

Updated Jan 10, 2020
Scala

jordan7186 / kangnn-experiment

Experiments on using Kolmogorov-Arnold Networks (KAN) on Graph Learning

graph kan gnn kolmogorov-arnold-networks

Updated May 29, 2024
Jupyter Notebook

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