kolmogorov-arnold-representation

There are 7 repositories under kolmogorov-arnold-representation topic.

  • AdityaNG/kan-gpt

    The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling

    Language:Python70281254

  • Simon-Bertrand/KAN-PyTorch

    Kolmogorov–Arnold Networks (KAN) in PyTorch

    Language:Python19201

  • kabachuha/nanoGPKANT

    Testing KAN-based text generation GPT models

    Language:Jupyter Notebook14101

  • Aqasch/KANQAS_code

    Code for Kolmogorov-Arnold Network for Quantum Architecture Search i.e., KANQAS

    Language:Python12110

  • JaroslawHryszko/KAN-NeuroBender

    NeuroBender, where the mystical powers of KAN network meet the robust stability of autoencoders!

    Language:Python2100

  • HenkvdPol/ReLU-Network-for-KA-approximation

    given beta-holder continuous function f:[0,1]^d -> R, this deep ReLU network approximates f up to approximation rate of 2^(-K beta) using 2^Kd parameters. Here, K is a set positive integer and d the dimension.

    Language:Python0100

  • pranavgupta2603/KAN-Distillation

    An implementation of the KAN architecture using learnable activation functions for knowledge distillation on the MNIST handwritten digits dataset. The project demonstrates distilling a three-layer teacher KAN model into a more compact two-layer student model, comparing the performance impacts of distillation versus non-distilled models.

    Language:Python10