yzshi5 / OpFlowLinks
code for "Universal Functional Regression with Neural Operator Flows" TMLR 2024
☆18Updated 4 months ago
Alternatives and similar repositories for OpFlow
Users that are interested in OpFlow are comparing it to the libraries listed below
Sorting:
- TorchFSM: Fourier Spectral Method with PyTorch☆50Updated last week
- Learning Neural Differential Algebraic Equations via Operator Splitting☆21Updated 3 months ago
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 6 months ago
- ☆34Updated last year
- Code for Lie Symmetries SSL paper☆24Updated last year
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Updated 4 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 5 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆82Updated 5 months ago
- ☆17Updated last year
- ☆28Updated 3 years ago
- Code for the paper Universal Physics Transformers☆141Updated 4 months ago
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Updated 2 years ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated last year
- The public repository about our joint FINN research project☆38Updated 3 years ago
- The ✨Magical✨ JAX ML Library.☆17Updated 9 months ago
- Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"☆64Updated 4 years ago
- Kolmogorov-Arnold Networks built on JAX☆88Updated 6 months ago
- Patched Attention for Nonlinear Dynamics☆159Updated last month
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆27Updated 2 years ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆92Updated last week
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆53Updated 2 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆25Updated 4 years ago
- PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.☆54Updated last year
- ☆38Updated 4 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆70Updated last week
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated this week
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆37Updated 6 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- ☆128Updated 10 months ago