Popular GitHub Repositories for Kan

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

[ICLR2025] Kolmogorov-Arnold Transformer

KAN-TTS is a speech-synthesis training framework, please try the demos we have posted at https://modelscope.cn/models?page=1&tasks=text-to-speech

ikan: many kan variants for every body

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

MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention

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 and convolutional layers included.

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

Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)

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

Testing KAN-based text generation GPT models

Semi-supervised learning with Generative Adversarial Networks (GANs) using Kolmogorov-Arnold Network Layers (KANLs)

Det här är en labbyta som du snabbt kan sätta upp lokalt eller exempelvis på Streamlit, för att låta användare prova generativa AI-verktyg utan att behöva skapa egna konton.

KANs for text classification on GLUE tasks

[JOLT 2025] Official implementation of Rethinking the Approach to Lightweight Multi-Branch Heterogeneous Image Fusion Frameworks: Infrared and Visible Image Fusion via the Parallel Mamba-KAN Framework

A part of the final year project solution for low cost,sprase and explainable situations using LSTM,PINN,KAN-based surrogate models for two scale dynamics forecasting.

Clara är en prototyp som möjliggör att anonymt kunna göra sin röst hörd. Medarbetaren kan prata eller skriva in det du vill säga och AI anonymiserar det. Medarbetaren har dessutom tillgång till en chatbot att rådfråga. Därefter analyseras och sammanställs alla medarbetares tankar i en dashboard.

A multi-agent deep reinforcement learning model to de-traffic our lives

Experiments in language interpolation with high order sparse neural networks