Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
☆15Nov 14, 2022Updated 3 years ago
Alternatives and similar repositories for balanced-nre
Users that are interested in balanced-nre are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository offers an implementation of some common architectures for normalizing flows.☆13Dec 7, 2025Updated 5 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆135Aug 21, 2024Updated last year
- KENN - A Transformer Encoder for Gravitational Waves☆12Sep 29, 2025Updated 8 months ago
- Neural network model for gravitational wave sky localization☆12Feb 29, 2024Updated 2 years ago
- Website☆12Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆33Nov 8, 2023Updated 2 years ago
- Stainless neural networks in JAX☆35Feb 3, 2026Updated 3 months ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆54Apr 15, 2022Updated 4 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Feb 8, 2024Updated 2 years ago
- Paper introducing jax-cosmo☆13Apr 27, 2023Updated 3 years ago
- Simulation-based inference in JAX☆52Mar 25, 2026Updated 2 months ago
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code to reproduce experiments in Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows☆14May 23, 2024Updated 2 years ago
- nessai: Nested Sampling with Artificial Intelligence☆49Feb 24, 2026Updated 3 months ago
- All You Need is a Good Functional Prior for Bayesian Deep Learning (JMLR 2022)☆19Apr 22, 2022Updated 4 years ago
- A Machine Learning model for generating gravitational waves☆20Oct 14, 2024Updated last year
- Finding new worlds from Kepler/TESS data with PyTorch-- A fork of ExoNet from Ansdell et al. 2018☆13Dec 19, 2019Updated 6 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆47Nov 27, 2025Updated 6 months ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- ☆28Aug 31, 2018Updated 7 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Mar 10, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆21May 18, 2026Updated last week
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆121Sep 11, 2025Updated 8 months ago
- Documentation and guidelines for the Alan GPU cluster at the University of Liège.☆21Jul 19, 2023Updated 2 years ago
- Use PyCBC / LALSuite to generate synthetic gravitational-wave data (e.g., for machine learning endeavors).☆50Apr 29, 2024Updated 2 years ago
- A Metropolis-Hastings MCMC sampler accelerated via diffusion models☆17Jul 25, 2024Updated last year
- Next-generation pulsar-timing-array data analysis☆25May 22, 2026Updated last week
- Implementation of various equivariant models in JAX☆19Apr 12, 2024Updated 2 years ago
- [ICML 2024] Codes for C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models☆18Jun 4, 2024Updated last year
- The official codebase for Reflected Flow Matching (ICML 2024)☆23Jun 19, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)☆19Jan 27, 2026Updated 4 months ago
- Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging☆39Apr 28, 2022Updated 4 years ago
- Vector Quantile Regression☆19Apr 3, 2025Updated last year
- Library for fast spherical harmonic transforms, see http://arxiv.org/abs/1303.4945☆26May 31, 2024Updated last year
- Code for Fast Information-theoretic Bayesian Optimisation☆16Jun 7, 2018Updated 7 years ago
- A collection of graph neural networks implementations in JAX☆35Nov 28, 2023Updated 2 years ago
- Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)☆21Jan 27, 2026Updated 4 months ago