bayesiains / density-deconvolutionLinks
Code for the Density Deconvolution with Normalizing Flows paper.
☆12Updated 5 years ago
Alternatives and similar repositories for density-deconvolution
Users that are interested in density-deconvolution are comparing it to the libraries listed below
Sorting:
- Neural network nested and MCMC sampling☆22Updated 4 years ago
- KENN - A Transformer Encoder for Gravitational Waves☆10Updated last week
- Lectures on Bayesian statistics and information theory☆31Updated 4 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Deep neural networks for gravitational-wave posterior estimation☆14Updated 6 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 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
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 weeks ago
- First Open Gravitational-wave Catalog of Compact Binary Mergers from Advanced LIGO's first observing run.☆11Updated 5 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 2 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Conditional density estimation with neural networks☆33Updated 8 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 8 months ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆11Updated last year
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- Short Fourier Transforms for Fresnel-weighted Template summation☆13Updated 4 months ago
- Hyper-fast gravitational wave posterior parameter estimation using variational inference. Code used for "Bayesian parameter estimation" p…☆22Updated 2 years ago
- Investigating the noise residuals around the gravitational wave event GW150914☆12Updated 6 years ago
- Bayesian Jenaer software☆22Updated last month
- MCMC package for Bayesian data analysis☆59Updated 8 years ago
- ☆12Updated 6 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆241Updated last year
- ☆16Updated 4 years ago
- nessai: Nested Sampling with Artificial Intelligence☆41Updated 3 weeks ago
- Data Release for the Machine Learning based Search for Binary Neutron Star Mergers☆11Updated 5 years ago
- Neural network model for gravitational wave sky localization☆12Updated last year
- A Machine Learning model for generating gravitational waves☆20Updated 11 months ago