Goobley / RadynversionLinks
Inverting Solar Flare Observations with Invertible Neural Nets (with RADYN physics)
☆13Updated 4 years ago
Alternatives and similar repositories for Radynversion
Users that are interested in Radynversion are comparing it to the libraries listed below
Sorting:
- ☆41Updated this week
- Deep Learning Assisted Stokes Inversion☆10Updated 2 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- ☆16Updated 4 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 2 years ago
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆61Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- My CV☆38Updated this week
- Bayesian Uncertainty Quantification by Deep Generative Model☆19Updated 5 years ago
- ☆28Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆70Updated last month
- A curated list of datasets, tools and papers for machine learning in heliophysics.☆29Updated 3 years ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Updated 2 years ago
- DeepVel☆16Updated 8 years ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆46Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- ☆28Updated last year
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆45Updated 7 months ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆64Updated last month
- nessai: Nested Sampling with Artificial Intelligence☆42Updated last month
- Differentiable and accelerated wavelet transform on the sphere with JAX☆23Updated 5 months ago
- ☆11Updated 7 months ago
- Automatic parametric modeling with symbolic regression☆59Updated 3 months ago
- Gradient-informed particle MCMC methods☆12Updated last year
- An easy to use interface to gravitational wave surrogate models☆34Updated 3 months ago
- Gravitational wave detection in real noise timeseries using deep residual neural networks☆33Updated 8 months ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- HYDrodynamics and RADiation Code for computing solutions to field-aligned hydrodynamic equations in coronal loops☆16Updated last month