A Python toolkit for (simulation-based) inference and the mechanization of science.
☆54Apr 15, 2022Updated 3 years ago
Alternatives and similar repositories for hypothesis
Users that are interested in hypothesis are comparing it to the libraries listed below
Sorting:
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 3 years ago
- Stainless neural networks in JAX☆34Feb 3, 2026Updated last month
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆34Dec 2, 2019Updated 6 years ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆133Aug 21, 2024Updated last year
- Community-sourced list of papers and resources on neural simulation-based inference.☆149Jan 28, 2026Updated last month
- Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format☆11Feb 17, 2025Updated last year
- A system for scientific simulation-based inference at scale.☆167Mar 30, 2024Updated last year
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 years ago
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆795Updated this week
- Simulation-based inference benchmark☆108Jan 23, 2025Updated last year
- Modular Matrix Element Method implementation☆18Feb 7, 2024Updated 2 years ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Nov 14, 2022Updated 3 years ago
- Official implementation of the paper "Approximating two value functions instead of one: towards characterizing a new family of Deep Reinf…☆11Jul 14, 2021Updated 4 years ago
- Reproducible research and reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your personal comp…☆18Jan 11, 2022Updated 4 years ago
- A flexible toolkit for simulation based inference in Julia☆20Jan 18, 2026Updated last month
- Tutorial Code for MLHEP pyprob☆18Jun 29, 2023Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- Code repository for the paper "Constraining Effective Field Theories with Machine Learning"☆22Sep 11, 2019Updated 6 years ago
- Website☆12Mar 1, 2026Updated last week
- LUMIN - a deep learning and data science ecosystem for high-energy physics.☆48Oct 29, 2024Updated last year
- ☆11Oct 16, 2023Updated 2 years ago
- Plot with matplotlib using ATLAS style☆12Jun 23, 2020Updated 5 years ago
- ☆14Aug 8, 2023Updated 2 years ago
- Style-based GAN for geophysical fields☆13May 7, 2020Updated 5 years ago
- Knowledge Base for Jet Physics at the LHC☆12Feb 16, 2021Updated 5 years ago
- DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circula…☆18Feb 4, 2024Updated 2 years ago
- Variational Autoencoder for Particle Physics using Earth-Movers Distance☆13Jul 20, 2022Updated 3 years ago
- Double Trouble in the Double Descent Curve with Optical Processing Units.☆12Jun 22, 2022Updated 3 years ago
- Implementation of a radiative-convective equilibrium model.☆22Nov 3, 2025Updated 4 months ago
- A Python tool to study the information yield of counting experiments.☆19Feb 10, 2021Updated 5 years ago
- Tools for analysis of climate model data☆17Nov 8, 2024Updated last year
- Manifold-learning flows (ℳ-flows)☆233Nov 13, 2020Updated 5 years ago
- Implementation of the CWoLa Hunting strategy for dijet resonances☆19Mar 8, 2021Updated 5 years ago
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Oct 18, 2024Updated last year
- ELFI - Engine for Likelihood-Free Inference☆281May 7, 2025Updated 10 months ago
- Sequential Neural Likelihood☆42Sep 12, 2019Updated 6 years ago
- Upstream optimisation for downstream inference☆70Mar 2, 2026Updated last week