Cortex – An ML model deployment platform that runs in your AWS account

Re:Cortex – An ML model deployment platform that runs in you... by scribu on Wednesday July 31, 2019 @07:07PM (#20579536)

A comparison with AWS's own offering (SageMaker Model Serving) would be helpful.

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Re:Cortex – An ML model deployment platform that runs in you... by ospillinger on Wednesday July 31, 2019 @07:19PM (#20579629)

We solve a similar problem to SageMaker but we are focused on developer experience and flexibility.

- Deployments are defined with declarative configuration and no custom Docker images are required (although you can use your own if you want)

- You have full access to the instances, autoscaling groups, security groups, etc

- Less tied to AWS (GCP support is in the works)

- We are working on higher level features like prediction monitoring, alerting, and model retraining

- It's open source and free vs SageMaker's ~40% markup

[ Parent | on HN ]