tychovdo / noethers-razorLinks
Code for NeurIPS 2024 paper: "Noether's razor: Learning Conserved Quantities" by Tycho F. A. van der Ouderaa, Mark van der Wilk, Pim de Haan.
☆10Updated 9 months ago
Alternatives and similar repositories for noethers-razor
Users that are interested in noethers-razor are comparing it to the libraries listed below
Sorting:
- Meta-learning inductive biases in the form of useful conserved quantities.☆37Updated 2 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- [NeurIPS'23 Spotlight] Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance (LPS), in PyTorch☆30Updated last year
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆84Updated last year
- Implicit Convolutional Kernels for Steerable CNNs [NeurIPS'23]☆29Updated 5 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆58Updated last year
- Simple Scalable Discrete Diffusion for text in PyTorch☆34Updated 10 months ago
- Perceiver (transformer variant) implemented in JAX and Flax☆12Updated 4 years ago
- The Energy Transformer block, in JAX☆59Updated last year
- Exact OU processes with JAX☆50Updated 4 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆85Updated 2 years ago
- ☆35Updated 4 months ago
- The Superposition of Diffusion Models Using the Itô Density Estimator☆50Updated 4 months ago
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆50Updated last year
- ☆20Updated 3 years ago
- ☆26Updated 2 years ago
- Lie Algebra Convolutional Network implementation☆43Updated 3 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- ☆38Updated 2 years ago
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆74Updated 4 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆30Updated 2 years ago
- JAX exponential map normalising flows on sphere☆17Updated 4 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆56Updated 2 years ago
- LieTransformer: Equivariant Self-Attention for Lie Groups☆72Updated last year
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆50Updated 4 months ago
- Implementation of Tranception, an attention network, paired with retrieval, that is SOTA for protein fitness prediction☆32Updated 3 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆24Updated last year
- Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.☆17Updated 6 months ago
- Deep Networks Grok All the Time and Here is Why☆37Updated last year