smsharma / lensing-neural-fieldsLinks
Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.14820.
☆12Updated 2 years ago
Alternatives and similar repositories for lensing-neural-fields
Users that are interested in lensing-neural-fields are comparing it to the libraries listed below
Sorting:
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 2 years ago
- tutorials on shape measurement☆10Updated 3 years ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated this week
- ☆16Updated 4 years ago
- A JAX package for weak gravitational lensing☆35Updated last year
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated 3 months ago
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆13Updated 3 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆11Updated 2 months ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 4 years ago
- Library for meta-detection, combining detection and metacalibration☆12Updated 3 weeks ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Shape Measurement Pipeline☆17Updated 4 months ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated 2 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- The galaxy survey codex☆17Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 2 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 11 months ago
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆11Updated this week
- Transformer based foundation model for astronomy☆37Updated last week
- Bayesian Light Source Separator☆48Updated last week
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 10 months ago
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated this week
- Educational materials for topics related to CosmoStat activities.☆39Updated 2 years 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
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 7 months ago
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Updated 2 years ago