justinalsing / pydelfiLinks
Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
☆109Updated last year
Alternatives and similar repositories for pydelfi
Users that are interested in pydelfi are comparing it to the libraries listed below
Sorting:
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆40Updated last month
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Gravitational-wave data analysis tools in Jax☆73Updated this week
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last week
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆58Updated 10 months ago
- Normalising flows implemented using nflows☆27Updated 9 months ago
- Meeting repo for likelihood free inference meeting☆14Updated 2 years ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 4 months ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 11 months ago
- Likelihood-Free Inference for Gravitational Waves☆41Updated 3 years ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 5 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆69Updated 2 months ago
- ☆16Updated 4 years ago
- Differentiable Gravitational Waveforms with JAX☆60Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 9 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 8 months ago
- Robust ML in Astro☆62Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated last month
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 6 months ago
- An experiment: emcee implemented in JAX☆25Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated last month
- A JAX package for weak gravitational lensing☆35Updated last year
- A differentiable cosmology library in JAX☆211Updated last month
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- JAX-powered Cosmological Particle-Mesh N-body Solver☆52Updated 3 weeks ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆104Updated 2 months ago