lollcat / fab-jax
Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.
☆11Updated 10 months ago
Alternatives and similar repositories for fab-jax:
Users that are interested in fab-jax are comparing it to the libraries listed below
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- ☆25Updated last year
- Stainless neural networks in JAX☆34Updated last month
- ☆52Updated 2 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- Things that make me feel productive☆15Updated 2 years ago
- Simulation-based inference in JAX☆31Updated 3 weeks ago
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 3 months ago
- Implementation of papers in 101 lines of code.☆18Updated last year
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- Code for Gaussian Score Matching Variational Inference☆33Updated 2 months ago
- Collecting research materials on neural samplers with diffusion/flow models☆46Updated last month
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆31Updated 4 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆56Updated last week
- Implementation of Action Matching☆41Updated last year
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 2 years ago
- Library for normalizing flows and neural flows.☆24Updated 2 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆37Updated 2 years ago
- Neural likelihood-free methods in PyTorch.☆39Updated 5 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆19Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆28Updated 6 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated last year
- Gaussian Mixture Models in Jax☆18Updated 3 months ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated 2 years ago
- Implementation of various equivariant models in JAX☆12Updated last year
- ☆15Updated 4 years ago
- [NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)☆21Updated 4 years ago
- Riemannian Optimization Using JAX☆49Updated last year
- Normalizing Flows using JAX☆83Updated last year
- Stochastic Normalizing Flows☆76Updated 3 years ago