Show HN: Cortex – machine learning infrastructure for developers
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Re: Show HN: Cortex – machine learning infrastructure for developers
#2Congrats!
Re: Show HN: Cortex – machine learning infrastructure for developers
#3Somewhat unfortunate name clash with the now-back-burnered deep learning framework written in Clojure, also called Cortex: https://github.com/originrose/cortex
Re: Show HN: Cortex – machine learning infrastructure for developers
#4Somewhat unfortunate name clash with the now-back-burnered deep learning framework written in Clojure, also called Cortex: https://github.com/originrose/cortex
And as far as SEO goes, ARM Cortex.
Really, if you want people to use your thing, make it easy for them to find.
Re: Show HN: Cortex – machine learning infrastructure for developers
#5I work on ML infrastructure at some big company, so I'm always interested to see whats new in this field. This seems to be a thin wrapper around tf.estimator, which provides a majority of the functionality. The only novel things are yaml config for defining some basic transformations and data format. It doesn't seem super useful, am I missing something?
Re: Show HN: Cortex – machine learning infrastructure for developers
#6I work on ML infrastructure at some big company, so I'm always interested to see whats new in this field. This seems to be a thin wrapper around tf.estimator, which provides a majority of the functionality. The only novel things are yaml config for defining some basic transformations and data format. It doesn't seem super useful, am I missing something?
The main thing we try to help with is orchestrating Spark, TensorFlow, TensorFlow Serving, and other workloads without requiring you to manage the infrastructure. You’re right that we have a thin layer around tf.estimator (by design) because our goal is to make it easy to create scalable and reproducible pipelines from building blocks that people are familiar with. We translate the YAML blocks into workloads that run as a DAG on Kubernetes behind the scenes.
Re: Show HN: Cortex – machine learning infrastructure for developers
#7Congrats!
Thank you!
Re: Show HN: Cortex – machine learning infrastructure for developers
#8Somewhat unfortunate name clash with the now-back-burnered deep learning framework written in Clojure, also called Cortex: https://github.com/originrose/cortex
Thanks for letting us know, we'll take a look
Re: Show HN: Cortex – machine learning infrastructure for developers
#9Somewhat unfortunate name clash with the now-back-burnered deep learning framework written in Clojure, also called Cortex: https://github.com/originrose/cortex
Thanks for letting us know, we'll take a look
Pretty cool name (cortex), but also taken by this project - https://github.com/cortexproject/cortex - "A multitenant, horizontally scalable Prometheus as a Service"
Re: Show HN: Cortex – machine learning infrastructure for developers
#10I work on ML infrastructure at some big company, so I'm always interested to see whats new in this field. This seems to be a thin wrapper around tf.estimator, which provides a majority of the functionality. The only novel things are yaml config for defining some basic transformations and data format. It doesn't seem super useful, am I missing something?
curious what kind of infrastructure have you built for deployment, serving and managing models?