mcbal / afem
Implementation of approximate free-energy minimization in PyTorch
☆18Updated 3 years ago
Alternatives and similar repositories for afem:
Users that are interested in afem are comparing it to the libraries listed below
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated last year
- Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX☆35Updated last year
- u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/ab…☆19Updated 4 years ago
- Riemannian Optimization Using JAX☆48Updated last year
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 4 years ago
- ☆17Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Updated 7 months ago
- orbital MCMC☆10Updated 3 years ago
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.☆21Updated 4 years ago
- Hierarchical variational models for physics.☆18Updated 4 years ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Updated 3 years ago
- Implementation of Action Matching☆38Updated last year
- ☆33Updated 2 years ago
- Dive into Jax, Flax, XLA and C++☆31Updated 4 years ago
- Bayesian inference with Python and Jax.☆32Updated 2 years ago
- Neurally-derived Potts models for protein design, inspired by dTERMen☆15Updated 2 years ago
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- ☆37Updated 4 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆54Updated last year
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆28Updated 3 months ago
- Exact OU processes with JAX☆38Updated 4 months ago
- Implementation of various equivariant models in JAX☆12Updated 9 months ago
- Graph Convolutional Networks in JAX☆31Updated 4 years ago
- The Energy Transformer block, in JAX☆54Updated last year
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆25Updated 10 months ago
- ☆49Updated last year
- Library for normalizing flows and neural flows.☆24Updated 2 years ago
- ☆31Updated 8 months ago