florent-leclercq / pyselfi
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
☆10Updated 2 years ago
Alternatives and similar repositories for pyselfi:
Users that are interested in pyselfi are comparing it to the libraries listed below
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆31Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- ☆24Updated last year
- Gradient Based Nested Sampling☆19Updated last year
- Lectures on Bayesian statistics and information theory☆31Updated 3 years ago
- ☆16Updated 4 years ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆14Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated last month
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆36Updated 2 months ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 5 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- A JAX package for weak gravitational lensing☆30Updated 10 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year
- Meeting repo for likelihood free inference meeting☆15Updated 2 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆15Updated last year
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆36Updated last year
- A Jax wrapper for cudaKDTree☆10Updated last year
- Simulation-based (likelihood-free) inference customized for astronomical applications☆26Updated 4 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Simulation-based inference in JAX☆31Updated 3 weeks ago
- Normalising flows implemented using nflows☆26Updated 5 months ago
- nessai: Nested Sampling with Artificial Intelligence☆38Updated last week
- Predicting galaxy spectra from images☆15Updated 2 years ago
- Gravitational-wave data analysis tools in Jax☆66Updated last week
- Coverage tests to check the quality of your posterior estimators.☆30Updated 7 months ago