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Releases: caraml-dev/merlin

UI Hotfix & Pagination Support

08 Jan 03:16
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Support API Pagination On Model Version API (#40)

* Support pagination for model versions API

* Update golang client and python client

* Fix code that use merlin api client

* Fixing type check

* Address PR Review:
1. Generalized pagination implementation
2. Remove unnecessary code

* Support pagination on version list page

* Fix warning on ui

* Reformat generated enum named from swagger

* Fix yarn.lock

* Remove unncessary code

* Add comment to exported method OkWithHeaders

* Support search based on environment name

* Load current state after user deploy or serve model

Merlin release v0.9.1

08 Jan 09:13
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Merlin release v0.9.1 Pre-release
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Bump python sdk version (#43)

Merlin release v0.9.0

16 Dec 03:14
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Merlin release v0.9.0 Pre-release
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Merlin sdk 0.9.0.dev0 (#38)

* Publish merlin-sdk 0.9.0.dev0

Merlin release v0.8.0-alpha

05 Nov 09:32
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Enable users to deploy a custom transformer for pre/post-processing alongside their models.

Merlin release v0.7.0

29 Oct 06:10
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Merlin release v0.7.0 Pre-release
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This is the first public release of Merlin, a platform for managing, deploying, and serving machine learning models.

Features:

  • Deployment of standard models (Tensorflow, XGBoost, SKLearn, PyTorch), user-defined models (PyFunc), and batch prediction job
  • Multi-environment deployment
  • Traffic routing to the running model version using Istio
  • UI for model and batch prediction job management and deployment
  • Python SDK library to interacting with Merlin API
  • CLI to provides a way to deploy and undeploy Merlin model
  • Authentication using Google OAuth and authorization across resources using Keto
  • Model logging in the Merlin UI
  • ML model performance metrics monitoring with Grafana
  • Alerting for a model endpoint using Prometheus
  • Resources configuration including the number of minimum and maximum replicas, CPU, and memory

Merlin release v0.7.0-alpha

08 Oct 11:42
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Make Batch Job monitoring URL configurable from env var (#9)