DifferentiableUniverseInitiative / flowpm
Particle Mesh simulation in TensorFlow
☆90Updated 2 years ago
Alternatives and similar repositories for flowpm:
Users that are interested in flowpm are comparing it to the libraries listed below
- A differentiable cosmology library in JAX☆196Updated 4 months ago
- fastPM - A N-body Particle Mesh solver that scales☆62Updated last month
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆67Updated 2 weeks ago
- A JAX package for weak gravitational lensing☆31Updated last year
- JAX bindings for the NVIDIA cuDecomp library☆35Updated this week
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Gravitational-wave data analysis tools in Jax☆68Updated this week
- Differentiable Gravitational Waveforms with JAX☆57Updated 8 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated last year
- A Jax wrapper for cudaKDTree☆10Updated last year
- A spherical convolutional neural network for cosmology (TFv2).☆21Updated last month
- PyAutoFit: Classy Probabilistic Programming☆64Updated last week
- A neural network emulator to transform field data☆42Updated 2 years ago
- Differentiable Cosmological Forward Model☆79Updated 2 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆40Updated 2 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- Large suite of N-body simulations☆91Updated 3 weeks ago
- massively-parallel cosmology simulator☆67Updated this week
- Fast Spherical Harmonic Transforms for a large number of sky maps☆14Updated 2 years ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated last week
- estimating parameters of strong gravitational lenses with convolutional neural networks☆41Updated 7 years ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆91Updated this week
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated last week
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆67Updated 3 years ago
- Analysis kit for large-scale structure datasets, the massively parallel way☆111Updated 2 years ago
- Predict halo masses from simulations via graph neural networks☆28Updated 3 years ago
- Fast & scalable Gaussian Processes in one dimension☆74Updated last month