EiffL / LLMAssistedResearchLinks
Exploring how ChatGPT can be used to accelerate research in cosmology.
☆12Updated 2 years ago
Alternatives and similar repositories for LLMAssistedResearch
Users that are interested in LLMAssistedResearch are comparing it to the libraries listed below
Sorting:
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 4 months ago
- tutorials on shape measurement☆10Updated 3 years ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated 2 weeks ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated 2 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated 4 months ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Updated 2 years ago
- ☆16Updated 4 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- The galaxy survey codex☆17Updated last year
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆15Updated 3 years ago
- A JAX package for weak gravitational lensing☆35Updated last year
- a differentiable lensing simulator☆10Updated 3 years ago
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- simple simulations for testing weak lensing shear measurement☆12Updated 2 weeks ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 3 months ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Shape Measurement Pipeline☆17Updated 5 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
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated this week
- Library for meta-detection, combining detection and metacalibration☆13Updated 2 months ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Updated 4 years ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆12Updated 4 years ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆57Updated last week
- JAX-based linear Einstein-Boltzmann solver for cosmology☆23Updated last week
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated last month
- Cosmological map inference with deep learning☆15Updated 4 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago