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Open Source at Capital One
Featured Open Source articles
Our open source priorities at Capital One
Open-source first
Capital One’s Open Source Program Office, which launched in 2015, made our open source-first approach to software development part of our culture. Operating in a highly regulated industry, we have the institutional advantage of being seasoned in deftly navigating the challenges related to compliance and governance. We do this while still fostering an open environment and ensuring the developer experience for using open source is seamless and low-friction.
Contributing to 100+ projects
Capital One teams have released more than 25 open source projects and made more than 2,000 contributions to approximately 100 different projects. And now our open source projects are available to anyone industry-wide.
Investing in the community
To help keep open source sustainable, we sponsor the Cloud Native Computing Foundation, Python Software Foundation, FINOS, Apache, and more.
“Operating in a highly regulated industry, we have the institutional advantage of being seasoned in deftly navigating the challenges related to compliance and governance. We do this while fostering an open environment and ensuring the open source developer experience stays seamless, low-friction and highly productive.”
FEATURED OPEN SOURCE SOFTWARE PROJECTS
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A data science tool designed to capture all information and artifacts relating to a model during training and monitoring.
Data profiler
A Python library designed to make data analysis, monitoring and sensitive data detection easy.
Federated model aggregation
FMA is a lightweight, serverless solution for deployment of a distributed model training workflow to a federated learning (FL) infrastructure on the source device.
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