liuyao12 / ConvNets-PDE-perspectiveLinks
an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets
☆22Updated last year
Alternatives and similar repositories for ConvNets-PDE-perspective
Users that are interested in ConvNets-PDE-perspective are comparing it to the libraries listed below
Sorting:
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆50Updated 2 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆26Updated last year
- Riemannian Optimization Using JAX☆49Updated last year
- Exponential families for JAX☆69Updated last week
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 4 months ago
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆19Updated 3 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆28Updated 4 years ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆128Updated 8 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆39Updated 7 months ago
- Website for the book "The Elements of Differentiable Programming".☆13Updated 9 months ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- Functional models and algorithms for sparse signal processing☆90Updated last year
- ☆10Updated 2 years ago
- ☆21Updated 7 months ago
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Updated last year
- ☆37Updated 3 years ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Wraps PyTorch code in a JIT-compatible way for JAX. Supports automatically defining gradients for reverse-mode AutoDiff.☆53Updated last month
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Stencil computations in JAX☆71Updated last year
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆38Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Jax SSM Library☆48Updated 2 years ago
- Reduced-order modelling using an atlas of charts☆26Updated 2 years ago
- Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)☆17Updated 2 years ago
- Multiple dispatch over abstract array types in JAX.☆124Updated this week
- A generic interface for linear algebra backends☆73Updated 3 months ago
- diffusionjax is a simple and accessible diffusion models package in JAX☆45Updated 4 months ago