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Multi-Joint dynamics with Contact. A general purpose physics simulator.

Jupyter Notebook 10,125 1,064 Updated Jul 14, 2025
Jupyter Notebook 30 3 Updated Mar 4, 2025

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Python 4,421 395 Updated Aug 1, 2024

Fast Kolmogorov-Arnold Network in JAX, initial experiments

Python 11 Updated May 20, 2024

X-KANeRF [KANeRF-benchmarking]: KAN based NeRF with various basis functions like B-Splines, Fourier, Gaussians, Wavelets, Polynomials, etc

Python 172 17 Updated Jun 30, 2024

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

Jupyter Notebook 1,257 129 Updated Mar 30, 2025

Kolmogorov Arnold Networks

Jupyter Notebook 15,784 1,500 Updated Jan 19, 2025

Training small GPT-2 style models using Kolmogorov-Arnold networks.

Python 120 9 Updated May 25, 2024

Reservoir simulation in Julia: Multi-phase, multi-component Darcy flow based on Jutul.jl

Julia 113 29 Updated Jul 6, 2025

Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).

Python 252 9 Updated Jul 12, 2025

Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"

Python 46 7 Updated Apr 17, 2024

Data-driven and Physics-informed Operator Learning via Gaussian Processes

Python 11 Updated Oct 24, 2024

Matrix-free linear algebra in JAX.

Python 128 4 Updated May 26, 2025

[ICML 2021] Deep Learning for Functional Data Analysis with Adaptive Basis Layers

Jupyter Notebook 28 5 Updated Sep 27, 2022

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Jupyter Notebook 1,314 141 Updated Jan 17, 2023
Jupyter Notebook 97 29 Updated Oct 16, 2021
Python 7 5 Updated Mar 18, 2025

Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions

Python 25 1 Updated Aug 17, 2024

Implementation of a Set Transformer in JAX from the paper 'Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks' by Lee et al. (2019)

Jupyter Notebook 2 Updated Jul 24, 2024

The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.

C 1,316 282 Updated Jul 8, 2025

Pytorch implementation of set transformer

Jupyter Notebook 601 108 Updated Feb 11, 2020

This is an unofficial implementation of the Point Transformer paper.

Python 580 108 Updated Apr 19, 2022

Python Notebook for a "geometric multigrid solver"

Jupyter Notebook 10 3 Updated Oct 24, 2023

My course on multigrid methods at the University of Tennessee, Fall 2024

Fortran 11 4 Updated May 6, 2025

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

Python 40 3 Updated Apr 19, 2021

The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization

Jupyter Notebook 30 3 Updated Mar 7, 2024

Our maintained PFN repository. Come here to train SOTA PFNs.

Jupyter Notebook 94 16 Updated Jul 10, 2025
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