TorchCurves adds differentiable B-spline and Legendre curves to PyTorch
Coefficients can train with a surrounding model, with timings against NumPy, SciPy and EfficientKAN.
Stories per day · 30 days
2 RSS
Relatedpytorch2b-splines1differentiable-programming1education1machine-learning-library1open-source1splines1tensorflow-playground1visualization1
3 stories, newest first · one card per story
Stories tagged #kolmogorov-arnold-networks
KANLab visualizes Kolmogorov-Arnold Networks in the browser
The open-source tool, forked from TensorFlow Playground, lets users edit B-spline activations and watch gradient descent.
Scalability Analysis of Distributed Kolmogorov-Arnold Network Training on High-Performance Computing Systems
An empirical study shows distributed Kolmogorov-Arnold Network training reaches 74.7% parallel efficiency at 8 A100 GPUs, with overheads driven by All-Reduce choices.