📝 Guest post: Elemeta: Metafeature extraction for unstructured data*
thesequence.substack.com
In this guest post, Lior Durahly, data & ML engineer @Superwise, introduces Elemeta, a brand new open-source library, currently in beta, for metafeature extraction from unstructured data. What is Elemeta With more and more models style DALLᐧE and ChatGPT hitting the shelves, we've reached incredible capabilities and results, fundamentally changing our ability to tap into and leverage unstructured data in machine learning. With that said, the general architectural understanding and intuition into how these models make decisions is vague at best, much less interpretable. So how can we as practitioners leverage NLP and vision while enjoying similar monitoring, interpretability, and explainability available to their tabular counterparts?
📝 Guest post: Elemeta: Metafeature extraction for unstructured data*
📝 Guest post: Elemeta: Metafeature…
📝 Guest post: Elemeta: Metafeature extraction for unstructured data*
In this guest post, Lior Durahly, data & ML engineer @Superwise, introduces Elemeta, a brand new open-source library, currently in beta, for metafeature extraction from unstructured data. What is Elemeta With more and more models style DALLᐧE and ChatGPT hitting the shelves, we've reached incredible capabilities and results, fundamentally changing our ability to tap into and leverage unstructured data in machine learning. With that said, the general architectural understanding and intuition into how these models make decisions is vague at best, much less interpretable. So how can we as practitioners leverage NLP and vision while enjoying similar monitoring, interpretability, and explainability available to their tabular counterparts?