v0.10.0

This is the Katib 0.10 release for the Kubeflow 1.2.
The new Katib v1beta1 API version has been released.

New Features

Core Features

• The new Trial template design (#1208)
• Support custom Kubernetes CRD in the Trial template (#1214)
  • Add example for the Tekton Pipeline (#1339)
  • Add example for the Kubeflow MPIJob (#1342)
• Support early stopping with the Median Stopping Rule (#1344)
• Resume Experiment from the volume (#1275)
  • Support volume settings in the Katib config (#1291)
• Extract the Experiment metrics in multiple ways (#1140)
• Update the Python SDK for the v1beta1 version (#1252)

UI Features and Enhancements

• Show the Trial parameters on the submit Experiment page (#1224)
• Enable to set the Trial template YAML from the submit Experiment page (#1363)
• Optimise the Katib UI image (#1232)
• Enable sorting in the Trial list table (#1251)
• Add pages to the Trial list table (#1262)
• Use the V4 version for the Material UI (#1254)
• Automatically delete an empty ConfigMap with Trial templates (#1260)
• Create a ConfigMap with Trial templates (#1265)
• Support metrics strategies on the submit Experiment page (#1364)
• Add the resume policy to the submit Experiment page (#1362)
• Enable to create an early stopping Experiment from the submit Experiment page (#1373)

Bug fixes

• Check the Trials count before deleting it (#1223)
• Check that Trials are deleted (#1288)
• Fix the out of range error in the Hyperopt suggestion (#1315)
• Fix the pod ownership to inject the metrics collector (#1303)

Misc

• Switch the test infra to the AWS (#1356)
• Use the docker.io/kubeflowkatib registry to release images (#1372)

Change Log

See the Full Change Log.

v0.9.0

Katib release for Kubeflow 1.1

List of manifest and website changes: #1211

Full Changelog

v0.6.0-rc.0

First rc of v0.6.0

v0.1.2-alpha

Full Changelog

Closed issues:

• [request] Invite libbyandhelen as reviewer for algorithm support #82
• cli failed to connect #80
• CreateStudy RPC error: Objective_Value_Name is required #73
• [cli] Use cobra to refactor the cli #54
• Reduce time it takes to build all images #50
• [release] Ksonnet the katib #32

Merged pull requests:

• update docs #103 (YujiOshima)
• cli: Rename to katib-cli #101 (gaocegege)
• Fix dbbug #98 (YujiOshima)
• save logs after check status #95 (YujiOshima)
• Some fix to getting-started.md #94 (lluunn)
• Add katib-cli download command for Mac #93 (vinaykakade)
• fix get service-param-list bug #92 (YujiOshima)
• fix ui bug #91 (YujiOshima)
• Build parallel #85 (YujiOshima)
• reduce build time #84 (YujiOshima)
• OWNERS: Add @libbyandhelen #83 (gaocegege)
• add random forest prior to Bayesian Optimization #81 (libbyandhelen)
• workflows.libsonnet: Fix the image name #75 (gaocegege)
• Refine API #74 (YujiOshima)
• worker: Rename worker_interface to worker #70 (gaocegege)

v0.1.1-alpha

Full Changelog

Closed issues:

• [upstream] Update name in kubernetes/test-infra #63
• [go] Update the package name, again #62
• [test] Fix broken unit test cases #58
• Provide a cli binary for macOS / darwin #57
• Error running katib on latest master (04/13) #44
• Upload existing models to modelDB interface #43
• [release] Add cli to v0.1.0-alpha #31
• [discussion] Find a new way to install CLI #26
• [maintainance] Setup the repository #8
• Existing approaches and design for hyperparameter-tuning #2

Merged pull requests:

• Cobra cli #69 (YujiOshima)
• *: Refactor the structure #65 (gaocegege)
• *: Update name #64 (gaocegege)
• Replace kubeflow-images-staging with kubeflow-images-public #61 (ankushagarwal)
• improve frontend #60 (YujiOshima)
• argo: Add unit test #56 (gaocegege)
• main.go: Fix style #55 (gaocegege)
• Fix modelsave #52 (YujiOshima)
• refactor Model API #51 (YujiOshima)
• improve test script #49 (YujiOshima)
• Add Model Management API #48 (YujiOshima)
• reviewers: Add @ddysher @jose5918 @mitake #45 (gaocegege)
• add early stoppping service #41 (YujiOshima)
• bayesian optimization draft #38 (libbyandhelen)
• Dockerfile: Use alpine as base image #37 (gaocegege)
• docs: Update katib-cli #36 (gaocegege)
• New db log schema #35 (YujiOshima)
• Fix CI failures #27 (gaocegege)

v0.1.0-alpha

Closed issues:

• [suggestion] Move the logic about random service to random package #18
• [build-release] Reuse the vendor during the image building process #14
• [go] Rename the package from mlkube/katib to this repo #7
• [go] Establish vendor dependencies for go #5
• Rename to hyperparameter-tuning ? #1

Merged pull requests:

• cleanup of README #30 (ddutta)
• delete unnecessary settings #29 (YujiOshima)
• Dockerfile: Support multiple stage build in dlk and frontend #28 (YujiOshima)
• Dockerfile: Support multiple stage build in manager and cli #25 (gaocegege)
• Dockerfile: Use multiple stage builds #23 (gaocegege)
• Ci setup #22 (YujiOshima)
• suggestion: Refactor #21 (gaocegege)
• update packages #19 (YujiOshima)
• README: Add code quality badge #17 (gaocegege)
• Fixing some basic typos in README #13 (ddutta)
• vendor: Add #12 (gaocegege)
• ignore: Add macOS, Windows and Go ignore files #11 (gaocegege)
• Rename packages and move dlk dir #10 (YujiOshima)
• doc: Refactor #9 (gaocegege)
• add katib code #4 (YujiOshima)
• add OWNERS file #3 (YujiOshima)