smsharma / lensing-neural-fieldsLinks
Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.14820.
☆11Updated 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:
- tutorials on shape measurement☆10Updated 3 years ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 2 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated 3 weeks ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆39Updated 2 weeks ago
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆13Updated 3 years ago
- ☆16Updated 4 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
- Shape Measurement Pipeline☆17Updated 3 weeks ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated last year
- Library for meta-detection, combining detection and metacalibration☆12Updated last month
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 3 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- A JAX package for weak gravitational lensing☆33Updated last year
- Coverage tests to check the quality of your posterior estimators.☆31Updated 10 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- a differentiable lensing simulator☆10Updated 3 years ago
- A Jax wrapper for cudaKDTree☆10Updated last year
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last month
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆25Updated last year
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated this week
- simple simulations for testing weak lensing shear measurement☆11Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated 3 weeks ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 4 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- The galaxy survey codex☆16Updated 11 months ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago