[ICLR2025] Kolmogorov-Arnold Transformer

ikan: many kan variants for every body

Simple, functional authorization library and role management for ruby

PyTorch Kolmogorov-Arnold Networks (spline, Legendre, Chebyshev, convolutional) with quantisation, CUDA, and Integrated-Gradients interpretability.

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

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

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.

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…

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

One library, four surfaces. Production-grade Kolmogorov-Arnold Networks || TensorFlow + PyTorch + ONNX. || A small KAN beats a 10× larger MLP on smooth, separable target. One library. Two backends. Real ONNX export. Docker + Kubernetes ready.

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

Kolmogorov–Arnold Networks (KAN) in PyTorch

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

Correctness-first Rust implementation of a fixed-grid Kolmogorov-Arnold Network (KAN): cubic B-spline edge activations, full reverse-mode gradients, deterministic seeding and versioned JSON persistence.

LinearKAN: A very fast implementation of Kolmogorov-Arnold Networks

Testing KAN-based text generation GPT models

Official kANNolo library for Kolmogorov-Arnold neural network operations

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

A complete list of papers on Kolmogorov-Arnold Networks (KANs) extracted from arXiv