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README.md
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FINOS’ mission is to promote open innovation in financial services. See our full list of repos from our nearly 100 projects & 11 programs at finos.github.io
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This repository hosts the FINOS models, data and benchmarking suite. If you are interested in contributing, read the requirement below:
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- Model Documentation: Each model should include clear and complete documentation, such as intended use cases, limitations, and detailed descriptions of its inputs, outputs, and architecture.
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- Licensing and Compliance: Each model must comply with open-source licensing requirements and that any dependencies align with FINOS standards for legal and IP considerations.
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- Quality Assurance: Validation criteria, accuracy thresholds, and performance benchmarks that models should meet before release (WIP)
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- Ethical and Responsible AI Considerations: Including SOPs for validating ethical usage, addressing potential biases, and assessing for responsible AI guidelines (WIP)
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- Version Control and Updates: Outlining versioning practices for model updates, including tagging significant changes, backward compatibility, and deprecations.
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- Model Deployment and Maintenance: Steps to ensure that models are effectively maintained, including monitoring, regular updates, and community-driven issue resolution (WIP)
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- Security and Privacy: Reviewing model data handling to ensure privacy-preserving methods are used, especially if models handle any sensitive or user data, even in synthetic or anonymized forms (WIP)
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