[ICLR2025] Kolmogorov-Arnold Transformer
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Mar 23, 2025 - Python
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ikan: many kan variants for every body
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Jul 17, 2025 - Python
Simple, functional authorization library and role management for ruby
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Mar 12, 2020 - Ruby
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
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Jan 2, 2026 - Python
This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions
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Jun 17, 2025 - Python
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
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Jan 29, 2026
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
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Jun 24, 2024 - Python
Example of replacing MLP with KAN in autoencoder(AE) and variational autoencoder(VAE)
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Jul 5, 2024 - Jupyter Notebook
Kolmogorov–Arnold Networks (KAN) in PyTorch
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May 5, 2024 - Python
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
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May 23, 2024 - Jupyter Notebook
GAN implemented with KAN convolution
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Jul 5, 2024 - Jupyter Notebook
Development of interactive platforms for city modeling and digital twins using React and MapLibre
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Aug 22, 2022
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
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May 29, 2024 - Python
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
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Jan 29, 2026 - Python
Experiments in language interpolation with high order sparse neural networks
natural-language-processing deep-learning gutenberg mamba lion kan high-order-methods pytorch-lightning piecewise-polynomial sparse-network sparse-mlp
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Oct 10, 2024 - Python
Neural Network Implicit Representation of Partial Differential Equations
neural-networks pde euler-equations fluid-dynamics gas-dynamics sod-shock-tube kan sirens high-order-networks implicit-representation
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Dec 5, 2025 - Python
Bottleneck KANConv for Unet
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Jul 5, 2024 - Python
Baantu Research: Hybrid KAN-Transformer for investigating learnable activations in LLM reasoning. Built on nanochat by Andrej Karpathy.
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Jan 8, 2026 - Python
Experiments on using Kolmogorov-Arnold Networks (KAN) on Graph Learning
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May 29, 2024 - Jupyter Notebook
Research project comparing Kolmogorov-Arnold Networks vs MLPs across chess engines, computer vision, and anomaly detection using Rust.
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Jan 11, 2026 - Rust
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