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README.md

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# Seldon Server
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# Seldon Core
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Seldon Core is a machine learning platform that helps your data science team deploy models into production.
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Seldon is an Open Predictive Platform that provides content recommendations and general predictive functionality. It runs within a [Kubernetes](http://kubernetes.io/) Cluster and can therefore be deployed anywhere Kubernetes can be deployed: on-premise or in cloud (e.g., [AWS](http://aws.amazon.com/), [Google Cloud Platform](https://cloud.google.com/), [Azure](https://azure.microsoft.com)). It can scale to the demands of large enterprise installations.
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It provides an open-source data science stack that runs within a [Kubernetes](http://kubernetes.io/) Cluster. You can use Seldon to deploy machine learning and deep learning models into production on-premise or in the cloud (e.g. AWS, Google Cloud Platform, Azure).
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Seldon supports models built with TensorFlow, Keras, Vowpal Wabbit, XGBoost, Gensim and any other model-building tool — it even supports models build with commercial tools and services where the model is exportable.
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It includes an API with two key endpoints:
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1. **Predict** - Build and deploy supervised machine learning models created in any machine learning library or framework at scale using containers and microservices.
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2. **Recommend** - High-performance user activity and content based recommendation engine with various algorithms ready to run out of the box.
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Other features include:
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- Complex dynamic algorithm configuration and combination with no downtime: run A/B and Multivariate tests, cascade algorithms and create ensembles.
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- Command Line Interface (CLI) for configuring and managing Seldon Core.
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- Secure OAuth 2.0 REST and gRPC APIs to streamline integration with your data and application.
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- Grafana dashboard for real-time analytics built with Kafka Streams, Fluentd and InfluxDB.
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Seldon is used by some of the world's most innovative organisations — it's the perfect machine learning deployment platform for start-ups and can scale to meet the demands of large enterprises.
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## Get Started
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To get started visit our [docs](http://docs.seldon.io)
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It takes a few minutes to install Seldon on a Kubernertes cluster. Visit our [install guide](http://docs.seldon.io/install.html) and read our [tech docs](http://docs.seldon.io).
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## Community
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* Join the [Seldon Users Group](https://groups.google.com/forum/#!forum/seldon-users).
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* [Register for our newsletter](http://eepurl.com/6X6n1) to be the first to receive updates about our product and events.
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* Follow [@seldon_io](https://twitter.com/seldon_io) on Twitter and like [our Facebook page](https://www.facebook.com/seldonhq/).
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* If you're in London, come meet us at [TensorFlow London](https://www.meetup.com/TensorFlow-London/) - an community of over 1200 data scientists that we co-organise.
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## License
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Seldon is available under [Apache Licence, Version 2.0](https://github.com/SeldonIO/seldon-server/blob/master/README.md)

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