liuyao12 / ConvNets-PDE-perspectiveLinks
an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets
☆22Updated 2 years ago
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:
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆131Updated last year
- Functional models and algorithms for sparse signal processing☆95Updated 2 years ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Updated last year
- Website for the book "The Elements of Differentiable Programming".☆14Updated 5 months ago
- ☆167Updated last year
- Stencil computations in JAX☆71Updated 3 weeks ago
- Riemannian Optimization Using JAX☆53Updated 2 years ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆53Updated 3 weeks ago
- A generic interface for linear algebra backends☆75Updated 3 weeks ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 3 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆105Updated 2 years ago
- Exponential families for JAX☆75Updated last month
- ☆10Updated 3 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated last month
- Bayesian inference with Python and Jax.☆34Updated 3 years ago
- Exact OU processes with JAX☆57Updated 8 months ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆39Updated 3 weeks ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆35Updated 2 years ago
- Matrix-free linear algebra in JAX.☆151Updated last week
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 10 months ago
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 10 months ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Simulation-based inference benchmark☆106Updated 10 months ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆41Updated 2 years ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆26Updated 2 years ago
- Normalizing Flows using JAX☆85Updated 2 years ago
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆19Updated 4 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆55Updated 2 years ago