Bayesian Uncertainty Quantification by Deep Generative Model
☆19Jul 22, 2020Updated 6 years ago
Alternatives and similar repositories for DeepUQ
Users that are interested in DeepUQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆28Oct 13, 2022Updated 3 years ago
- a differentiable lensing simulator☆12Jan 18, 2022Updated 4 years ago
- Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms☆15May 26, 2026Updated 3 months ago
- ☆14Sep 14, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- simple simulations for testing weak lensing shear measurement☆14Apr 24, 2026Updated 4 months ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- Official implementation of "Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems" paper.☆23Dec 16, 2023Updated 2 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated 2 years ago
- Tool to generate fake galaxy catalogs with realistic positions, morphologies and fluxes from the far-ultraviolet to the far-infrared.☆21Feb 2, 2024Updated 2 years ago
- Euclid Visible Instrument Python package. Includes a simulator and various analysis codes.☆11Mar 25, 2015Updated 11 years ago
- 10 years. 6 filters. 1 tiny patch of sky. Thousands of time-variable cosmological distance probes.☆14Aug 22, 2019Updated 7 years ago
- Locally Valid and Discriminative Prediction Intervals for Deep Learning Models☆13May 22, 2023Updated 3 years ago
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆14Mar 18, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Shape Measurement Pipeline☆18Updated this week
- Python software for fitting integral field spectroscopic data☆21Aug 7, 2026Updated last month
- ☆13Feb 12, 2024Updated 2 years ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 3 years ago
- Probabilistic Auto-Encoder☆43Dec 20, 2022Updated 3 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆34May 12, 2023Updated 3 years ago
- Useful computing tools for Weak Lensing analyses http://lenstools.readthedocs.io☆37Jun 29, 2025Updated last year
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆16Jul 28, 2026Updated last month
- A tool for assignment to a slice in TensorFlow☆20Jul 23, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Bayesian Light Source Separator☆52Jun 10, 2026Updated 3 months ago
- poppy derivatives☆22Aug 13, 2021Updated 5 years ago
- Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with…☆61Feb 23, 2023Updated 3 years ago
- Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians☆18Oct 27, 2019Updated 6 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆21Mar 10, 2024Updated 2 years ago
- Chrome extension and Firefox addon which adds keyboard navigation keys to the arXiv☆12Mar 31, 2025Updated last year
- Data-driven wavefront-based PSF modelling framework.☆24Updated this week
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆53Sep 10, 2026Updated last week
- The IGM-Vis project to Interactively visualize intergalactic medium (IGM) and circumgalactic medium (CGM) data in a Cosmic Web context. D…☆15Nov 15, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The source code for DB-LSH (ICDE 2022)☆15Oct 5, 2022Updated 3 years ago
- ☆11Jun 3, 2021Updated 5 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Dec 11, 2025Updated 9 months ago
- Three Dimensional Optimal Spectral Extraction☆11Mar 8, 2021Updated 5 years ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆26Jan 3, 2024Updated 2 years ago
- Differentiable and accelerated wavelet transform on the sphere with JAX☆26May 27, 2025Updated last year
- JAX reimplementation and bindings for the NVIDIA cuDecomp library☆61Sep 9, 2026Updated last week