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Seldon adds SHAP to the Alibi explainable AI library

One of the biggest blockers to leveraging neural networks across industries is that modern machine learning models are an algorithmic “black box”. Explainable AI is a relatively new area of research which allows organisations to confidently deploy models into production by providing a human-interpretable explanation for model outputs. There were various methodologies and research papers…

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Seldon and Kubeflow 1.0

Here at Seldon, we’re immensely proud of the work we’re been doing on the KFServing project alongside other contributors from Google, Microsoft, Bloomberg and IBM — the official Kubeflow 1.0 release is a milestone worth celebrating. Kubeflow is Google’s solution for deploying machine learning stacks on Kubernetes and was built to address two major issues…

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Outlier Detection with Seldon

Introduction Anomaly or outlier detection has many applications, ranging from preventing credit card fraud to detecting computer network intrusions or uncovering medical problems. It can also be used to flag observations in your machine learning pipeline that are different from the data used to train the algorithms. Seldon Core is a language and toolkit agnostic…

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Machine learning deployment launchpad Seldon secures £2.7m in Seed round led by Amadeus Capital Partners

16 January 2019, London. Seldon, the machine learning deployment specialist, today announced a £2.7m funding round led by Amadeus Capital Partners alongside Global Brain Corporation, Techstars and other existing investors. Seldon is a pioneering global technology business focused on the fast-growing machine intelligence market. Its open-source machine learning deployment platform makes it easier and quicker…

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Seldon brings its Machine Learning Deployment Platform to New AWS Marketplace for Containers

Delivers customers advanced model serving and management running on Amazon Web Services. LAS VEGAS – AWS re:Invent 2018 – November 27, 2018 — Seldon, the open-source machine learning deployment platform, today launched Seldon Core on the new AWS Marketplace for Containers. Customers can now easily deploy machine learning models and experiments at scale running on…

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Orchestrating Machine Learning Models on Kubernetes* with Seldon*, nGraph Library and Intel® Distribution of OpenVINO™Toolkit

This post was originally published by Intel Corporation on November 19, 2018. You can now run Intel’s machine learning model optimization tools using nGraph library and the Intel® Distribution of OpenVINO™ toolkit on Seldon Core*. In this article we discuss the challenges involved for organizations that want to put machine learning models into production and…

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AI Cruise 2018!

We are thankful to everyone who attended one of our biggest events this summer – AI Cruise 2018! We’ve been running regular events for data science and business communities and to make the most of the English summer, bring together our clients and community, we decided to host our summer party on the Thames. Little…

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