Technology

The rapid evolution of open-source machine learning

AlphaGo wasn’t just a victory for artificial intelligence. When millions of people across the world tuned in to watch DeepMind’s machine beat the human Go world champion Lee Sedol, they also witnessed a historic victory for open-source. DeepMind used a scientific computing framework called Torch extensively in the development and execution of AlphaGo’s neural networks….

Read Article

Streamline your predictive pipeline

At Seldon, we’re on a mission to deliver the most powerful enterprise machine learning platform, which means you solve real-world problems faster. We’ve hit another milestone release with Seldon 0.97, which includes support for real-time feature transformations in our new predictive pipelines. We also share some secrets for advanced recommendation engine configuration. All of these…

Read Article

Seldon Release General Prediction Endpoint

Until now, Seldon has been focused on providing an enterprise-grade open-source recommendation engine – i.e. to suggest articles, videos, products to people based on behavioural and contextual data. In version 0.93, a general prediction endpoint is now available to developers. This major new feature allows easy integration of classification and regression machine learning models into…

Read Article

Seldon Microservices API for External Algorithms

Seldon has released a new Microservices API that allows developers to build their own real-time predictive scoring components and utilize them from within the Seldon predictive engine. This makes it simple to test and develop new predictive algorithms while taking advantage of the A/B testing, optimization and caching layers of Seldon. Components can be added…

Read Article

Seldon AMI for Machine Learning on AWS

We are excited by the response to Seldon VM, the virtual machine that we released last month. Based on your feedback have also created an AMI so that you can quickly get started on Amazon Web Services. The Seldon AMI is a self-contained environment with the full Seldon platform pre-configured for you to test with…

Read Article

Movie recommender demo, documentation and API explorer

In a few days, we will be shipping a virtual machine with Seldon’s infrastructure preconfigured and ready to switch on for testing with your data. Meanwhile here are some recent updates: Technical documentation is now online: http://docs.seldon.io You can explore the various algorithms using a movie recommender demo built from the open MovieLens 10M dataset…

Read Article

Seldon open source beta roadmap

We are building Seldon to make life easier for data scientists and developers who want to harness the power of predictive analytics. We bring with us a 3 year heritage of R&D associated with providing content personalisation at scale with some of the world’s leading brands. Seldon is built to give in-house data science teams…

Read Article