mwalmsley / galaxy-zoo-bayesian-cnnLinks
Use Bayesian CNN and Active Learning to Scale Galaxy Zoo (public)
☆19Updated 6 years ago
Alternatives and similar repositories for galaxy-zoo-bayesian-cnn
Users that are interested in galaxy-zoo-bayesian-cnn are comparing it to the libraries listed below
Sorting:
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆32Updated 6 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 3 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Code for the Density Deconvolution with Normalizing Flows paper.☆12Updated 5 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 weeks ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 6 months ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Streamlit app for galaxy similarity search☆25Updated 3 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- ☆16Updated 5 years ago
- Lectures on Bayesian statistics and information theory☆31Updated 8 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Updated 2 years ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 3 years ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Analysis code for the research paper "Convolutional neural networks: a magic bullet for gravitational-wave detection?"☆36Updated last year
- A differentiable cosmology library in JAX☆222Updated 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 3 years ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- a python package for gravitational wave analysis with the F-statistic☆53Updated this week
- Neural network nested and MCMC sampling☆21Updated 4 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- A JAX package for weak gravitational lensing☆35Updated last year
- Bayesian Light Source Separator☆51Updated 3 weeks ago
- ☆20Updated 6 years ago
- Photometric Classification of Astronomical Transients and Variables With Biased Spectroscopic Samples☆92Updated 4 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆42Updated 2 months ago
- Implementation of the CWoLa Hunting strategy for dijet resonances☆19Updated 4 years ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated last week
- Deep Learning for Astronomers with Keras☆205Updated last month