KAN Practical Implementation (Kolmogorov–Arnold Networks Algorithm)

#kan #Kolmogorov–ArnoldNetworks #mlp #deeplearning #machinelearning #ai In this video, I tried to implement Kolmogorov–Arnold Networks (KAN) Algorithm using imodelsx library. The KAN is an approach in the field of machine learning that is based on the Kolmogorov-Arnold representation theorem from mathematical analysis. This method applies the theorem's insights to build predictive models for complex, high-dimensional datasets. KAN uses the idea that any multivariate function can be decomposed into sums and compositions of univariate functions. --------------------------------------------…