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Towards Natural Language Semantic Code Search
This blog post complements a live demonstration on our recently announced site: experiments.github.com Motivation Searching code on GitHub is currently limited to keyword search. This assumes either...
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Using GitHub Actions for MLOps & Data Science
Background Machine Learning Operations (or MLOps) enables Data Scientists to work in a more collaborative fashion, by providing testing, lineage, versioning, and historical information in an automated...
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C# or Java? TypeScript or JavaScript? Machine learning based classification...
GitHub hosts over 300 programming languages—from commonly used languages such as Python, Java, and Javascript to esoteric languages such as Befunge, only known to very small communities. Figure 1: Top...
View ArticleHow MLOps can drive governance for machine learning: A conversation with...
This post features a guest interview with Diego M. Oppenheimer, CEO at Algorithmia Over the past few years, machine learning has grown in adoption within the enterprise. More organizations are...
View ArticleHow GitHub harnesses AI to transform customer feedback into action
In today’s rapidly evolving tech landscape, the buzz around “generative AI” is impossible to ignore. It’s everywhere—on TV and social media, in productivity tools, at conferences, in our phones, you...
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How students teamed up to decode 2,000-year-old texts using AI
research and copywriting by Emily Akers What began as a challenge to decipher texts buried for centuries under the ashes of Mount Vesuvius quickly turned into a historical breakthrough using AI and...
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