Goobley / RadynversionLinks
Inverting Solar Flare Observations with Invertible Neural Nets (with RADYN physics)
☆12Updated 3 years ago
Alternatives and similar repositories for Radynversion
Users that are interested in Radynversion are comparing it to the libraries listed below
Sorting:
- ☆36Updated 2 weeks ago
- Deep Learning Assisted Stokes Inversion☆10Updated 2 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated 2 weeks ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- My CV☆37Updated this week
- Bayesian Uncertainty Quantification by Deep Generative Model☆19Updated 4 years ago
- ☆16Updated 4 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- A curated list of datasets, tools and papers for machine learning in heliophysics.☆29Updated 2 years ago
- A simple JAX solver for the 2D Euler equations for benchmarking☆19Updated 9 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆69Updated last month
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆58Updated 9 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 5 months ago
- Parallel tempering MCMC sampler package written in Python☆55Updated 10 months ago
- DeepVel☆16Updated 8 years ago
- HYDrodynamics and RADiation Code for computing solutions to field-aligned hydrodynamic equations in coronal loops☆15Updated 3 months ago
- ☆12Updated last year
- An experiment: emcee implemented in JAX☆25Updated 3 years ago
- C++ implementation of the enthalpy-based thermal evolution of loops (EBTEL) model wrapped in Python☆12Updated 3 months ago
- An easy to use interface to gravitational wave surrogate models☆29Updated 2 weeks ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- Integrate SSW into your Python workflows☆14Updated 9 months ago
- Package for data-driven and phenomenological gravitational waveform models☆12Updated 5 months ago
- ☆25Updated 5 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆13Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated 2 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated 3 weeks ago