DifferentiableUniverseInitiative / jax-cosmo-paperLinks
Paper introducing jax-cosmo
☆14Updated 2 years ago
Alternatives and similar repositories for jax-cosmo-paper
Users that are interested in jax-cosmo-paper are comparing it to the libraries listed below
Sorting:
- A JAX package for weak gravitational lensing☆35Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆25Updated last year
- a differentiable lensing simulator☆10Updated 3 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Differentiable Gravitational Waveforms with JAX☆60Updated 2 weeks ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated last month
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Parallel nested sampling☆29Updated 2 months ago
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆62Updated this week
- ☆13Updated 2 years ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆15Updated 5 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆58Updated last year
- Differentiable Cosmological Forward Model☆83Updated last month
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated 3 months ago
- tutorials on shape measurement☆10Updated 3 years ago
- JAX + Units☆48Updated this week
- Likelihood-Free Inference for Gravitational Waves☆41Updated 3 years ago
- Package for data-driven and phenomenological gravitational waveform models☆13Updated 6 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆52Updated last month
- The galaxy survey codex☆16Updated last year
- Compute cosmological quantities in Julia☆13Updated 4 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 6 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 9 months ago