Smith42 / astroddpmLinks
A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.
☆57Updated 3 years ago
Alternatives and similar repositories for astroddpm
Users that are interested in astroddpm are comparing it to the libraries listed below
Sorting:
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Updated 2 years ago
- A repository to store state of the art score model architectures☆58Updated 3 months ago
- Bayesian Light Source Separator☆50Updated 2 weeks ago
- ML-friendly datasets of galaxy images and labels☆61Updated last month
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 2 years ago
- A JAX package for weak gravitational lensing☆35Updated last year
- ☆16Updated 5 years ago
- Transformer based foundation model for astronomy☆43Updated 2 weeks ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated this week
- A CIFAR10-like galaxy image dataset☆43Updated 2 weeks ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated 2 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated last week
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆45Updated 8 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated last week
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆15Updated 10 months ago
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Updated last year
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Multimodal contrastive pretraining for astronomical data☆158Updated 6 months ago
- tutorials on shape measurement☆10Updated 3 years ago
- A differentiable cosmology library in JAX☆218Updated 5 months ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 4 years ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Implemenation of PQMass from Lemos et al. 2024☆18Updated 7 months ago
- Predicting galaxy spectra from images☆19Updated 2 years ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Updated 2 years ago
- S2FFT: Differentiable and accelerated spherical transforms☆208Updated this week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 4 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last week