Model Registry
Structured catalogue of models for pricing, risk and portfolio problems, with standardised metadata, documentation and licences.
- Versioned model artefacts
- Benchmarks and test suites
- Model cards for governance
Open Quant.AI is a charitable platform that curates, hosts and documents machine learning models for quantitative finance — freely available to researchers, regulators and practitioners worldwide. Our models use common data sets generated with public pipelines using data sourced from trusted data providers.
Open Quant.AI is run by the Open Quant.AI Foundation, a charity embedded with the Oxford University's Mathematical & Computational Finance group, and supported by the UK's DataSig II project.
Open Quant.AI is a non-profit initiative dedicated to making quantitative finance models and data pipelines openly accessible, reproducible and scrutinizable.
Inspired by academic standards and open-source communities, we provide infrastructure for model hosting, documentation and benchmarking, with a focus on:
Our goals are to:
Open Quant.AI works with universities, industry partners and regulators to build a shared commons for financial ML.
Discover, evaluate and reproduce state-of-the-art quant models.
Structured catalogue of models for pricing, risk and portfolio problems, with standardised metadata, documentation and licences.
Curated public data pipelines and synthetic data generators for evaluating models on realistic financial tasks.
Reference implementations and training pipelines in open-source frameworks, suitable for academic and industrial use.
Open Quant.AI supports research at the intersection of mathematical finance, machine learning and market design.
An open reference implementation of arbitrage-aware surface interpolation with reproducible calibration pipelines.
Read moreBenchmarking short-horizon price impact models across exchanges and liquidity regimes.
Read moreCollaborative projects with public institutions to document and open-source risk and capital models.
Read moreOpen Quant.AI is built by and for the quantitative finance community: quants, ML researchers, regulators, infrastructure engineers and open-source contributors.
Help us build an open, trustworthy future for financial AI.
Donate models, code and benchmarks under open licences. We provide review, curation and long-term hosting.
Model contribution guideCollaborate on joint research projects, student supervision and public datasets for the financial ML community.
Partnership opportunitiesSupport our infrastructure, scholarships and outreach through grants and philanthropic funding.
Funding & sponsorship