A Python toolkit for (simulation-based) inference and the mechanization of science.
☆54Apr 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 3 years ago
- Stainless neural networks in JAX☆36Jun 13, 2026Updated 2 months ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆14Jun 24, 2023Updated 3 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆137Aug 21, 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.
- 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
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆855Updated this week
- Modular Matrix Element Method implementation☆18Feb 7, 2024Updated 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
- Excursion Set Estimation☆22Sep 23, 2021Updated 4 years ago
- A flexible toolkit for simulation based inference in Julia☆25Jul 26, 2026Updated 3 weeks ago
- ☆11Oct 16, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Website☆12Aug 2, 2026Updated 2 weeks ago
- Sequential Neural Likelihood☆42Sep 12, 2019Updated 6 years ago
- Combining smooth constraint for building DAG with normalizing flow in order to replace autoregressive transformations while keeping tract…☆49Sep 21, 2023Updated 2 years ago
- Machine learning–based inference toolkit for particle physics☆95Nov 11, 2024Updated last year
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Dec 8, 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 5 years ago
- Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".☆19May 25, 2018Updated 8 years ago
- Manifold-learning flows (ℳ-flows)☆236Nov 13, 2020Updated 5 years ago
- Likelihood-free inference toolbox.☆56May 4, 2017Updated 9 years ago
- 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.
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆20Jul 13, 2023Updated 3 years ago
- Plot with matplotlib using ATLAS style☆12Jun 23, 2020Updated 6 years ago
- Things that make me feel productive☆15Oct 9, 2022Updated 3 years ago
- A Python tool to study the information yield of counting experiments.☆19Feb 10, 2021Updated 5 years ago
- Upstream optimisation for downstream inference☆70Aug 10, 2026Updated last week
- Implementation and demonstration of backdrop in pytorch. Code and demonstration of GP dataset generator.☆68Jun 6, 2018Updated 8 years ago
- ELFI - Engine for Likelihood-Free Inference☆283May 7, 2025Updated last year
- A probabilistic programming framework based on TensorFlow☆88Apr 29, 2019Updated 7 years ago
- Normalizing flows in PyTorch☆467Mar 10, 2026Updated 5 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆16Feb 17, 2022Updated 4 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆21Mar 10, 2024Updated 2 years ago
- Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design☆46Jun 14, 2021Updated 5 years ago
- Fast, modular and reproducible generation of publication quality scientific figures and movies with only a few lines of code.☆17Apr 9, 2025Updated last year
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Jul 3, 2020Updated 6 years ago
- The Karabo Pipeline can be used as Digital Twin for SKA☆19Updated this week
- Style-based GAN for geophysical fields☆13May 7, 2020Updated 6 years ago