A Python toolkit for (simulation-based) inference and the mechanization of science.
☆55Apr 15, 2022Updated 4 years ago
Alternatives and similar repositories for hypothesis
Users that are interested in hypothesis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Meeting repo for likelihood free inference meeting☆14Oct 6, 2022Updated 4 years ago
- Stainless neural networks in JAX☆37Jun 13, 2026Updated 4 months ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- 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
- Likelihood-free AMortized Posterior Estimation with PyTorch☆137Aug 21, 2024Updated 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.
- Conditional density estimation with neural networks☆35Jan 18, 2025Updated last year
- Simulation-based inference benchmark☆123Jan 23, 2025Updated last year
- Community-sourced list of papers and resources on neural simulation-based inference.☆167Jan 28, 2026Updated 8 months ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆15Nov 14, 2022Updated 3 years ago
- 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.☆172Mar 30, 2024Updated 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…☆874Oct 8, 2026Updated last week
- Modular Matrix Element Method implementation☆19Feb 7, 2024Updated 2 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
- 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.
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 3 years ago
- Code repository for the paper "Constraining Effective Field Theories with Machine Learning"☆22Sep 11, 2019Updated 7 years ago
- Excursion Set Estimation☆22Sep 23, 2021Updated 5 years ago
- ☆11Oct 4, 2026Updated 2 weeks ago
- Tutorial Code for MLHEP pyprob☆18Jun 29, 2023Updated 3 years ago
- Website☆12Aug 2, 2026Updated 2 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆20Jul 13, 2023Updated 3 years ago
- Machine learning–based inference toolkit for particle physics☆96Nov 11, 2024Updated last year
- Manifold-learning flows (ℳ-flows)☆238Nov 13, 2020Updated 5 years ago
- 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.
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆19Dec 8, 2022Updated 3 years ago
- LUMIN - a deep learning and data science ecosystem for high-energy physics, built on top of PyTorch.☆49Oct 29, 2024Updated last year
- ☆14Aug 8, 2023Updated 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 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…☆19Feb 4, 2024Updated 2 years ago
- Likelihood-free inference toolbox.☆56May 4, 2017Updated 9 years ago
- δ-MAPS is a method that identifies the semi-autonomous components of a spatio-temporal system and studies their weighted and potentially …☆13Nov 15, 2022Updated 3 years ago
- Plot with matplotlib using ATLAS style☆12Jun 23, 2020Updated 6 years ago
- A Python tool to study the information yield of counting experiments.☆19Feb 10, 2021Updated 5 years ago
- 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.
- Upstream optimisation for downstream inference☆70Updated this week
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆14May 26, 2026Updated 4 months ago
- Provides differentiable versions of common HEP operations and objectives.☆26Sep 4, 2023Updated 3 years ago
- active learning + reusable workflows + likelihood free inference☆61Jun 10, 2017Updated 9 years ago
- A probabilistic programming framework based on TensorFlow☆88Apr 29, 2019Updated 7 years ago
- ☆16Feb 17, 2022Updated 4 years ago
- differentiable (binned) likelihoods with JAX☆29Oct 7, 2026Updated last week