diff --git a/CHANGELOG.md b/CHANGELOG.md
index f467cb0d197..c82840c5c3f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,13 +1,702 @@
-# Change Log
+# Changelog
+
+## [v0.11.1](https://github.com/kubeflow/katib/tree/v0.11.1) (2021-06-09)
+
+## Bug fixes
+
+- Fix Katib manifest for Kubeflow 1.3 ([#1503](https://github.com/kubeflow/katib/pull/1503) by [@yanniszark](https://github.com/yanniszark))
+- Fix Katib release script ([#1510](https://github.com/kubeflow/katib/pull/1510) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Enhancements
+
+- Remove Application CR ([#1509](https://github.com/kubeflow/katib/pull/1509) by [@yanniszark](https://github.com/yanniszark))
+- Modify Katib manifest to support newer Kustomize version ([#1515](https://github.com/kubeflow/katib/pull/1515) by [@DavidSpek](https://github.com/DavidSpek))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.11.0...v0.11.1)
+
+## [v0.11.0](https://github.com/kubeflow/katib/tree/v0.11.0) (2021-03-22)
+
+## New Features
+
+### Core Features
+
+- Disable dynamic Webhook creation ([#1450](https://github.com/kubeflow/katib/pull/1450) by [@andreyvelich](https://github.com/andreyvelich))
+- Add the `waitAllProcesses` flag to the Katib config ([#1394](https://github.com/kubeflow/katib/pull/1394) by [@robbertvdg](https://github.com/robbertvdg))
+- Migrate Katib to Go modules ([#1438](https://github.com/kubeflow/katib/pull/1438) by [@andreyvelich](https://github.com/andreyvelich))
+- Update Katib SDK with the `get_success_trial_details` API ([#1442](https://github.com/kubeflow/katib/pull/1442) by [@Adarsh2910](https://github.com/Adarsh2910))
+- Add release process script ([#1473](https://github.com/kubeflow/katib/pull/1473) by [@andreyvelich](https://github.com/andreyvelich))
+- Refactor the Katib installation using Kustomize ([#1464](https://github.com/kubeflow/katib/pull/1464) by [@andreyvelich](https://github.com/andreyvelich))
+
+### UI Features and Enhancements
+
+- First step for the Katib new UI implementation ([#1427](https://github.com/kubeflow/katib/pull/1427) by [@kimwnasptd](https://github.com/kimwnasptd))
+- Add missing fields to the Katib new UI ([#1463](https://github.com/kubeflow/katib/pull/1463) by [@kimwnasptd](https://github.com/kimwnasptd))
+- Add instructions to install the new Katib UI ([#1476](https://github.com/kubeflow/katib/pull/1476) by [@kimwnasptd](https://github.com/kimwnasptd))
+
+### Katib Juju operator
+
+- Add Juju operator support for Katib ([#1403](https://github.com/kubeflow/katib/pull/1403) by [@knkski](https://github.com/knkski))
+- Add GitHub Actions for the Juju operator ([#1407](https://github.com/kubeflow/katib/pull/1407) by [@knkski](https://github.com/knkski))
+- Add install docs for the Juju operator ([#1411](https://github.com/kubeflow/katib/pull/1411) by [@RFMVasconcelos](https://github.com/RFMVasconcelos))
+- Modify ClusterRoles for the Juju operator ([#1426](https://github.com/kubeflow/katib/pull/1426) by [@DomFleischmann](https://github.com/DomFleischmann))
+- Update the Juju operator with the new Katib Webhooks ([#1465](https://github.com/kubeflow/katib/pull/1465) by [@knkski](https://github.com/knkski))
+
+## Bug fixes
+
+- Fix compare step for Early Stopping ([#1386](https://github.com/kubeflow/katib/pull/1386) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix Early Stopping in the Goptuna Suggestion ([#1404](https://github.com/kubeflow/katib/pull/1404) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix SDK examples to work with the Katib 0.10 ([#1402](https://github.com/kubeflow/katib/pull/1402) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix links in the TFEvent Metrics Collector ([#1417](https://github.com/kubeflow/katib/pull/1417) by [@zuston](https://github.com/zuston))
+- Fix the gRPC build script ([#1492](https://github.com/kubeflow/katib/pull/1492) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Documentation
+
+- Modify docs for the Katib 0.10 ([#1392](https://github.com/kubeflow/katib/pull/1392) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Katib presentation list ([#1446](https://github.com/kubeflow/katib/pull/1446) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Canonical to the Katib Adopters ([#1401](https://github.com/kubeflow/katib/pull/1401) by [@RFMVasconcelos](https://github.com/RFMVasconcelos))
+- Update developer guide with the Katib controller flags ([#1449](https://github.com/kubeflow/katib/pull/1449) by [@annajung](https://github.com/annajung))
+- Add Fuzhi to the Katib Adopters ([#1451](https://github.com/kubeflow/katib/pull/1451) by [@Planck0591](https://github.com/Planck0591))
+- Fix Katib broken links to the Kubeflow guides ([#1477](https://github.com/kubeflow/katib/pull/1477) by [@theofpa](https://github.com/theofpa))
+- Add the Katib Webhook docs ([#1486](https://github.com/kubeflow/katib/pull/1486) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Misc
+
+- Add recreate strategy for the MySQL deployment ([#1393](https://github.com/kubeflow/katib/pull/1393) by [@andreyvelich](https://github.com/andreyvelich))
+- Modify worker image for the Katib AWS CI/CD ([#1423](https://github.com/kubeflow/katib/pull/1423) by [@PatrickXYS](https://github.com/PatrickXYS))
+- Add the SVG logo for Katib ([#1414](https://github.com/kubeflow/katib/pull/1414) by [@knkski](https://github.com/knkski))
+- Verify empty Objective in the Experiment defaults ([#1445](https://github.com/kubeflow/katib/pull/1445) by [@andreyvelich](https://github.com/andreyvelich))
+- Move the Katib manifests upstream ([#1432](https://github.com/kubeflow/katib/pull/1432) by [@yanniszark](https://github.com/yanniszark))
+- Build the Trial images in the Katib CI ([#1457](https://github.com/kubeflow/katib/pull/1457) by [@andreyvelich](https://github.com/andreyvelich))
+- Add script to update the boilerplates ([#1491](https://github.com/kubeflow/katib/pull/1491) by [@andreyvelich](https://github.com/andreyvelich))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.10.1...v0.11.0)
+
+## [v0.10.1](https://github.com/kubeflow/katib/tree/v0.10.1) (2021-03-02)
+
+## Features and Bug Fixes
+
+- add adopter ([#1451](https://github.com/kubeflow/katib/pull/1451) by [@Planck0591](https://github.com/Planck0591))
+- Add katib controller flags to developers guide ([#1449](https://github.com/kubeflow/katib/pull/1449) by [@annajung](https://github.com/annajung))
+- Enhance katib client by adding get_success_trial_details() ([#1442](https://github.com/kubeflow/katib/pull/1442) by [@Adarsh2910](https://github.com/Adarsh2910))
+- Add Katib presentations and community information ([#1446](https://github.com/kubeflow/katib/pull/1446) by [@andreyvelich](https://github.com/andreyvelich))
+- Verify nil objective in Experiment defaults ([#1445](https://github.com/kubeflow/katib/pull/1445) by [@andreyvelich](https://github.com/andreyvelich))
+- Migrate to Go modules ([#1438](https://github.com/kubeflow/katib/pull/1438) by [@andreyvelich](https://github.com/andreyvelich))
+- Change roles to clusterroles for operators ([#1426](https://github.com/kubeflow/katib/pull/1426) by [@DomFleischmann](https://github.com/DomFleischmann))
+- Migrate katib to new test-infra ([#1423](https://github.com/kubeflow/katib/pull/1423) by [@PatrickXYS](https://github.com/PatrickXYS))
+- Add SVG logo traced from bitmap logo ([#1414](https://github.com/kubeflow/katib/pull/1414) by [@knkski](https://github.com/knkski))
+- Invalid example url ([#1417](https://github.com/kubeflow/katib/pull/1417) by [@zuston](https://github.com/zuston))
+- Fix SDK examples for 0.10 version ([#1402](https://github.com/kubeflow/katib/pull/1402) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Github Actions CI for charm operators ([#1407](https://github.com/kubeflow/katib/pull/1407) by [@knkski](https://github.com/knkski))
+- Add Juju install commands to operators README ([#1411](https://github.com/kubeflow/katib/pull/1411) by [@RFMVasconcelos](https://github.com/RFMVasconcelos))
+- Fix indentation in the OWNERS file ([#1408](https://github.com/kubeflow/katib/pull/1408) by [@andreyvelich](https://github.com/andreyvelich))
+- Bump Prettier to 2.2.0 for the Katib UI ([#1409](https://github.com/kubeflow/katib/pull/1409) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Katib Bundle for Juju ([#1403](https://github.com/kubeflow/katib/pull/1403) by [@knkski](https://github.com/knkski))
+- Remove duecredit pkg from the Suggestions ([#1406](https://github.com/kubeflow/katib/pull/1406) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix Early Stopped Trials in Goptuna Suggestion ([#1404](https://github.com/kubeflow/katib/pull/1404) by [@andreyvelich](https://github.com/andreyvelich))
+- Remove v1alpha3 version ([#1396](https://github.com/kubeflow/katib/pull/1396) by [@andreyvelich](https://github.com/andreyvelich))
+- Update docs for Katib 0.10 ([#1392](https://github.com/kubeflow/katib/pull/1392) by [@andreyvelich](https://github.com/andreyvelich))
+- Adding to ADOPTERS.md ([#1401](https://github.com/kubeflow/katib/pull/1401) by [@RFMVasconcelos](https://github.com/RFMVasconcelos))
+- Feature/waitallprocesses config ([#1394](https://github.com/kubeflow/katib/pull/1394) by [@robbertvdg](https://github.com/robbertvdg))
+- Add recreate strategy to MySQL deployment ([#1393](https://github.com/kubeflow/katib/pull/1393) by [@andreyvelich](https://github.com/andreyvelich))
+- Move Adopters file ([#1391](https://github.com/kubeflow/katib/pull/1391) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Stale config to close inactivity issues ([#1390](https://github.com/kubeflow/katib/pull/1390) by [@andreyvelich](https://github.com/andreyvelich))
+- Remove new Trial kind doc ([#1388](https://github.com/kubeflow/katib/pull/1388) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix compare step for the early stopping ([#1386](https://github.com/kubeflow/katib/pull/1386) by [@andreyvelich](https://github.com/andreyvelich))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.10.0...v0.10.1)
+
+## [v0.10.0](https://github.com/kubeflow/katib/tree/v0.10.0) (2020-11-07)
+
+## New Features
+
+### Core Features
+
+- The new Trial template design ([#1208](https://github.com/kubeflow/katib/issues/1208) by [@andreyvelich](https://github.com/andreyvelich))
+- Support custom Kubernetes CRD in the Trial template ([#1214](https://github.com/kubeflow/katib/issues/1214) by [@andreyvelich](https://github.com/andreyvelich))
+  - Add example for the [Tekton `Pipeline`](https://github.com/tektoncd/pipeline) ([#1339](https://github.com/kubeflow/katib/pull/1339) by [@andreyvelich](https://github.com/andreyvelich))
+  - Add example for the [Kubeflow `MPIJob`](https://github.com/kubeflow/mpi-operator) ([#1342](https://github.com/kubeflow/katib/pull/1342) by [@andreyvelich](https://github.com/andreyvelich))
+- Support early stopping with the Median Stopping Rule ([#1344](https://github.com/kubeflow/katib/pull/1344) by [@andreyvelich](https://github.com/andreyvelich))
+- Resume Experiment from the volume ([#1275](https://github.com/kubeflow/katib/pull/1275) by [@andreyvelich](https://github.com/andreyvelich))
+  - Support volume settings in the Katib config ([#1291](https://github.com/kubeflow/katib/pull/1291) by [@andreyvelich](https://github.com/andreyvelich))
+- Extract the Experiment metrics in multiple ways ([#1140](https://github.com/kubeflow/katib/pull/1140) by [@sperlingxx](https://github.com/sperlingxx))
+- Update the Python SDK for the v1beta1 version ([#1252](https://github.com/kubeflow/katib/pull/1252) by [@sperlingxx](https://github.com/sperlingxx))
+
+### UI Features and Enhancements
+
+- Show the Trial parameters on the submit Experiment page ([#1224](https://github.com/kubeflow/katib/pull/1224) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable to set the Trial template YAML from the submit Experiment page ([#1363](https://github.com/kubeflow/katib/pull/1363) by [@andreyvelich](https://github.com/andreyvelich))
+- Optimise the Katib UI image ([#1232](https://github.com/kubeflow/katib/pull/1232) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable sorting in the Trial list table ([#1251](https://github.com/kubeflow/katib/pull/1251) by [@andreyvelich](https://github.com/andreyvelich))
+- Add pages to the Trial list table ([#1262](https://github.com/kubeflow/katib/pull/1262) by [@andreyvelich](https://github.com/andreyvelich))
+- Use the V4 version for the Material UI ([#1254](https://github.com/kubeflow/katib/pull/1254) by [@andreyvelich](https://github.com/andreyvelich))
+- Automatically delete an empty ConfigMap with Trial templates ([#1260](https://github.com/kubeflow/katib/pull/1260) by [@andreyvelich](https://github.com/andreyvelich))
+- Create a ConfigMap with Trial templates ([#1265](https://github.com/kubeflow/katib/pull/1265) by [@andreyvelich](https://github.com/andreyvelich))
+- Support metrics strategies on the submit Experiment page ([#1364](https://github.com/kubeflow/katib/pull/1364) by [@andreyvelich](https://github.com/andreyvelich))
+- Add the resume policy to the submit Experiment page ([#1362](https://github.com/kubeflow/katib/pull/1362) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable to create an early stopping Experiment from the submit Experiment page ([#1373](https://github.com/kubeflow/katib/pull/1373) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Bug fixes
+
+- Check the Trials count before deleting it ([#1223](https://github.com/kubeflow/katib/pull/1223) by [@gaocegege](https://github.com/gaocegege))
+- Check that Trials are deleted ([#1288](https://github.com/kubeflow/katib/pull/1288) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix the out of range error in the Hyperopt suggestion ([#1315](https://github.com/kubeflow/katib/pull/1315) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix the pod ownership to inject the metrics collector ([#1303](https://github.com/kubeflow/katib/pull/1303) by [@andreyvelich](https://github.com/andreyvelich))
+
+## Misc
+
+- Switch the test infra to the AWS ([#1356](https://github.com/kubeflow/katib/pull/1356) by [@andreyvelich](https://github.com/andreyvelich))
+- Use the `docker.io/kubeflowkatib` registry to release images ([#1372](https://github.com/kubeflow/katib/pull/1372) by [@andreyvelich](https://github.com/andreyvelich))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.9.0...v0.10.0)
+
+## [v0.9.0](https://github.com/kubeflow/katib/tree/v0.9.0) (2020-06-10)
+
+## Features and Bug Fixes
+
+- add clientset/lister/informer generation ([#1194](https://github.com/kubeflow/katib/pull/1194) by [@sperlingxx](https://github.com/sperlingxx))
+- New Trial Template API controller implementation ([#1202](https://github.com/kubeflow/katib/pull/1202) by [@andreyvelich](https://github.com/andreyvelich))
+- Add citation information ([#1210](https://github.com/kubeflow/katib/pull/1210) by [@terrytangyuan](https://github.com/terrytangyuan))
+- Python SDK for katib ([#1177](https://github.com/kubeflow/katib/pull/1177) by [@prem0912](https://github.com/prem0912))
+- Rename algorithm_setting to algorithm_settings in manager ([#1204](https://github.com/kubeflow/katib/pull/1204) by [@andreyvelich](https://github.com/andreyvelich))
+- Update doc for training container images with DARTS ([#1201](https://github.com/kubeflow/katib/pull/1201) by [@andreyvelich](https://github.com/andreyvelich))
+- Re: Support string metrics values in Controller ([#1200](https://github.com/kubeflow/katib/pull/1200) by [@andreyvelich](https://github.com/andreyvelich))
+- Modify new algorithm service doc ([#1198](https://github.com/kubeflow/katib/pull/1198) by [@andreyvelich](https://github.com/andreyvelich))
+- Katib v1beta1 version ([#1197](https://github.com/kubeflow/katib/pull/1197) by [@andreyvelich](https://github.com/andreyvelich))
+- Add more algorithm settings to DARTS ([#1195](https://github.com/kubeflow/katib/pull/1195) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix additional metrics in TF Event metrics collector ([#1191](https://github.com/kubeflow/katib/pull/1191) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Fix comparison of metric values in Metrics Info Plot ([#1192](https://github.com/kubeflow/katib/pull/1192) by [@andreyvelich](https://github.com/andreyvelich))
+- Support one and two NN layers in DARTS ([#1185](https://github.com/kubeflow/katib/pull/1185) by [@andreyvelich](https://github.com/andreyvelich))
+- Revert 1176 PR (Support string metric values) ([#1189](https://github.com/kubeflow/katib/pull/1189) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix Never Resume Policy for Experiment ([#1184](https://github.com/kubeflow/katib/pull/1184) by [@andreyvelich](https://github.com/andreyvelich))
+- Change scikit-learn version to 0.22.0 for BO Suggestion ([#1187](https://github.com/kubeflow/katib/pull/1187) by [@andreyvelich](https://github.com/andreyvelich))
+- DARTS documentation ([#1180](https://github.com/kubeflow/katib/pull/1180) by [@andreyvelich](https://github.com/andreyvelich))
+- Unittest for DARTS Suggestion ([#1179](https://github.com/kubeflow/katib/pull/1179) by [@andreyvelich](https://github.com/andreyvelich))
+- Build image for DARTS Suggestion ([#1178](https://github.com/kubeflow/katib/pull/1178) by [@andreyvelich](https://github.com/andreyvelich))
+- DARTS Suggestion ([#1175](https://github.com/kubeflow/katib/pull/1175) by [@andreyvelich](https://github.com/andreyvelich))
+- Support string metrics values in Controller ([#1176](https://github.com/kubeflow/katib/pull/1176) by [@andreyvelich](https://github.com/andreyvelich))
+- Delete Suggestion deployment after Experiment is finished ([#1150](https://github.com/kubeflow/katib/pull/1150) by [@sperlingxx](https://github.com/sperlingxx))
+- Fix Cuda version in training container for ENAS ([#1172](https://github.com/kubeflow/katib/pull/1172) by [@andreyvelich](https://github.com/andreyvelich))
+- Rename chocolate algorithm names for consistency ([#1164](https://github.com/kubeflow/katib/pull/1164) by [@c-bata](https://github.com/c-bata))
+- restructure algorithm configuration for hyperopt_service ([#1161](https://github.com/kubeflow/katib/pull/1161) by [@sperlingxx](https://github.com/sperlingxx))
+- Refactor suggestion services folder structure ([#1166](https://github.com/kubeflow/katib/pull/1166) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Suggestion view from Experiment page ([#1162](https://github.com/kubeflow/katib/pull/1162) by [@andreyvelich](https://github.com/andreyvelich))
+- Add support Kubeflow operators to ROADMAP ([#1145](https://github.com/kubeflow/katib/pull/1145) by [@andreyvelich](https://github.com/andreyvelich))
+- Remove Suggestion Request from Update Suggestion ([#1158](https://github.com/kubeflow/katib/pull/1158) by [@andreyvelich](https://github.com/andreyvelich))
+- E2E test for CMA-ES Suggestion ([#1157](https://github.com/kubeflow/katib/pull/1157) by [@andreyvelich](https://github.com/andreyvelich))
+- Build Goptuna Suggestion image in CI ([#1154](https://github.com/kubeflow/katib/pull/1154) by [@andreyvelich](https://github.com/andreyvelich))
+- Add an example of Goptuna suggestion service ([#1155](https://github.com/kubeflow/katib/pull/1155) by [@c-bata](https://github.com/c-bata))
+- ENAS enable to add None values in algorithm settings ([#1153](https://github.com/kubeflow/katib/pull/1153) by [@andreyvelich](https://github.com/andreyvelich))
+- Support Categorical string values in Chocolate Suggestion ([#1149](https://github.com/kubeflow/katib/pull/1149) by [@andreyvelich](https://github.com/andreyvelich))
+- katib ui: adapt environment in which cluster role is unavailable ([#1141](https://github.com/kubeflow/katib/pull/1141) by [@sperlingxx](https://github.com/sperlingxx))
+- Add Goptuna based suggestion service for CMA-ES. ([#1131](https://github.com/kubeflow/katib/pull/1131) by [@c-bata](https://github.com/c-bata))
+- ENAS Check Algorithm Settings in Validate Function ([#1146](https://github.com/kubeflow/katib/pull/1146) by [@andreyvelich](https://github.com/andreyvelich))
+- Change folder structure for NAS algorithms, rename NASRL to ENAS ([#1143](https://github.com/kubeflow/katib/pull/1143) by [@andreyvelich](https://github.com/andreyvelich))
+- Update ENAS Algorithm Settings in Katib UI ([#1142](https://github.com/kubeflow/katib/pull/1142) by [@andreyvelich](https://github.com/andreyvelich))
+- Refactor NAS RL Suggestion ([#1134](https://github.com/kubeflow/katib/pull/1134) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix duplicated imports ([#1133](https://github.com/kubeflow/katib/pull/1133) by [@c-bata](https://github.com/c-bata))
+- Remove Anneal from supported algorithms ([#1139](https://github.com/kubeflow/katib/pull/1139) by [@c-bata](https://github.com/c-bata))
+- Refactor file-metricscollector ([#1137](https://github.com/kubeflow/katib/pull/1137) by [@c-bata](https://github.com/c-bata))
+- Fix typo in suggestion packages ([#1138](https://github.com/kubeflow/katib/pull/1138) by [@c-bata](https://github.com/c-bata))
+- Bump up the Go version to 1.14.2 at Travis CI ([#1132](https://github.com/kubeflow/katib/pull/1132) by [@c-bata](https://github.com/c-bata))
+- Fix NotImplementedError for TPE and Random suggestion. ([#1130](https://github.com/kubeflow/katib/pull/1130) by [@c-bata](https://github.com/c-bata))
+- Add ENAS enhancements to ROADMAP ([#1129](https://github.com/kubeflow/katib/pull/1129) by [@andreyvelich](https://github.com/andreyvelich))
+- feat: Add 2020 roadmap ([#1121](https://github.com/kubeflow/katib/pull/1121) by [@gaocegege](https://github.com/gaocegege))
+- Optimize Chocolate Suggestion ([#1116](https://github.com/kubeflow/katib/pull/1116) by [@andreyvelich](https://github.com/andreyvelich))
+- Support step for int parameter in Chocolate and Hyperopt Suggestion ([#1123](https://github.com/kubeflow/katib/pull/1123) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Remove antd package ([#1117](https://github.com/kubeflow/katib/pull/1117) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix Katib e2e tests ([#1118](https://github.com/kubeflow/katib/pull/1118) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Close menu on click ([#1114](https://github.com/kubeflow/katib/pull/1114) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Change style for submit Experiment from YAML ([#1113](https://github.com/kubeflow/katib/pull/1113) by [@andreyvelich](https://github.com/andreyvelich))
+- Refactor python files in cmd/suggestion ([#1105](https://github.com/kubeflow/katib/pull/1105) by [@c-bata](https://github.com/c-bata))
+- Update prow config with the latest folders ([#1109](https://github.com/kubeflow/katib/pull/1109) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix logger namespace ([#1108](https://github.com/kubeflow/katib/pull/1108) by [@c-bata](https://github.com/c-bata))
+- chore(deps): Bump tensorflow from 1.14.0 to 1.15.2 in /cmd/suggestion/nasrl/v1alpha3 ([#1035](https://github.com/kubeflow/katib/pull/1035) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- Refactor suggestion-internal-modules ([#1106](https://github.com/kubeflow/katib/pull/1106) by [@c-bata](https://github.com/c-bata))
+- chore(deps): Bump psutil from 5.2.2 to 5.6.6 in /cmd/metricscollector/v1alpha3/tfevent-metricscollector ([#1085](https://github.com/kubeflow/katib/pull/1085) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- Fix custom Katib DB Manager env variables ([#1102](https://github.com/kubeflow/katib/pull/1102) by [@andreyvelich](https://github.com/andreyvelich))
+- Refactor python files of suggestion services ([#1107](https://github.com/kubeflow/katib/pull/1107) by [@c-bata](https://github.com/c-bata))
+- Add myself to approvers ([#1103](https://github.com/kubeflow/katib/pull/1103) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable to add Service Account Name in Katib config ([#1092](https://github.com/kubeflow/katib/pull/1092) by [@andreyvelich](https://github.com/andreyvelich))
+- chore(deps): Bump tensorflow-gpu from 1.15.0 to 1.15.2 in /examples/v1alpha3/NAS-training-containers/RL-cifar10 ([#1034](https://github.com/kubeflow/katib/pull/1034) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- chore(deps): Bump tensorflow from 1.15.0 to 1.15.2 in /examples/v1alpha3/NAS-training-containers/RL-cifar10 ([#1036](https://github.com/kubeflow/katib/pull/1036) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- Add ghalton package to Chocolate Suggestion ([#1101](https://github.com/kubeflow/katib/pull/1101) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable to run Experiment without Goal ([#1065](https://github.com/kubeflow/katib/pull/1065) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Support Trial Templates in all namespaces and all configMaps ([#1083](https://github.com/kubeflow/katib/pull/1083) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix Chocolate mocmaes algorithm name in Suggestion ([#1097](https://github.com/kubeflow/katib/pull/1097) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Add Metrics Collector Spec to Submit Experiment ([#1096](https://github.com/kubeflow/katib/pull/1096) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Add Experiment view for NAS Jobs ([#1077](https://github.com/kubeflow/katib/pull/1077) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable Prettier code formatting for the Katib UI ([#1078](https://github.com/kubeflow/katib/pull/1078) by [@andreyvelich](https://github.com/andreyvelich))
+- Adding Karrot as adopter ([#1074](https://github.com/kubeflow/katib/pull/1074) by [@rky0930](https://github.com/rky0930))
+- fix annotations ([#1072](https://github.com/kubeflow/katib/pull/1072) by [@sperlingxx](https://github.com/sperlingxx))
+- Add more unit tests in Katib ([#1071](https://github.com/kubeflow/katib/pull/1071) by [@andreyvelich](https://github.com/andreyvelich))
+- dynamic jobProvider and suggestionComposer registration ([#1069](https://github.com/kubeflow/katib/pull/1069) by [@sperlingxx](https://github.com/sperlingxx))
+- UI: Update supported algorithms ([#1070](https://github.com/kubeflow/katib/pull/1070) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix TPE Suggestion ([#1063](https://github.com/kubeflow/katib/pull/1063) by [@andreyvelich](https://github.com/andreyvelich))
+- Update Katib docs ([#1066](https://github.com/kubeflow/katib/pull/1066) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Show best metrics in the Trial metrics information plot ([#1068](https://github.com/kubeflow/katib/pull/1068) by [@andreyvelich](https://github.com/andreyvelich))
+- Update adopters ([#1064](https://github.com/kubeflow/katib/pull/1064) by [@janvdvegt](https://github.com/janvdvegt))
+- Create Optimizer in BO Suggestion only for the first run ([#1057](https://github.com/kubeflow/katib/pull/1057) by [@andreyvelich](https://github.com/andreyvelich))
+- Add missing GRPC health probe for arm64 to db-manager ([#1059](https://github.com/kubeflow/katib/pull/1059) by [@MrXinWang](https://github.com/MrXinWang))
+- Change tell method for BO Suggestion ([#1055](https://github.com/kubeflow/katib/pull/1055) by [@andreyvelich](https://github.com/andreyvelich))
+- MXNet -> Apache MXNet ([#1056](https://github.com/kubeflow/katib/pull/1056) by [@terrytangyuan](https://github.com/terrytangyuan))
+- Adding error propagation for K8s client creation in KatibClient ([#1053](https://github.com/kubeflow/katib/pull/1053) by [@akirillov](https://github.com/akirillov))
+- openAPI generation for katib resources ([#1054](https://github.com/kubeflow/katib/pull/1054) by [@sperlingxx](https://github.com/sperlingxx))
+- Disable istio sidecar injection in Suggestion and Training Jobs ([#1050](https://github.com/kubeflow/katib/pull/1050) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: The best metrics in Trial table ([#1048](https://github.com/kubeflow/katib/pull/1048) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Fix problem with equal time in different Trial metrics ([#1047](https://github.com/kubeflow/katib/pull/1047) by [@andreyvelich](https://github.com/andreyvelich))
+- Adding Babylon Health as adopter ([#1046](https://github.com/kubeflow/katib/pull/1046) by [@jeremievallee](https://github.com/jeremievallee))
+- Update adopter ([#1038](https://github.com/kubeflow/katib/pull/1038) by [@ywskycn](https://github.com/ywskycn))
+- UI: Add Trial Status to HP Job Table ([#1032](https://github.com/kubeflow/katib/pull/1032) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Experiment view in the Dialog ([#1031](https://github.com/kubeflow/katib/pull/1031) by [@andreyvelich](https://github.com/andreyvelich))
+- record TrialNames group by stages in ExperimentStatus ([#1023](https://github.com/kubeflow/katib/pull/1023) by [@sperlingxx](https://github.com/sperlingxx))
+- chore: Update docs ([#1024](https://github.com/kubeflow/katib/pull/1024) by [@gaocegege](https://github.com/gaocegege))
+- fix: Ignore trials without metrics ([#1028](https://github.com/kubeflow/katib/pull/1028) by [@gaocegege](https://github.com/gaocegege))
+- UI: Fix Trial Metric in the Plot ([#1027](https://github.com/kubeflow/katib/pull/1027) by [@andreyvelich](https://github.com/andreyvelich))
+- feat: Add a flag to support removing GRPC probe at runtime ([#1020](https://github.com/kubeflow/katib/pull/1020) by [@gaocegege](https://github.com/gaocegege))
+- Adding cisco in Katib adopters ([#1026](https://github.com/kubeflow/katib/pull/1026) by [@johnugeorge](https://github.com/johnugeorge))
+- add antfin into list of adoptors ([#1025](https://github.com/kubeflow/katib/pull/1025) by [@sperlingxx](https://github.com/sperlingxx))
+- Updated links and instructions for Katib API docs ([#1022](https://github.com/kubeflow/katib/pull/1022) by [@sarahmaddox](https://github.com/sarahmaddox))
+- feat: Add adopters ([#1019](https://github.com/kubeflow/katib/pull/1019) by [@gaocegege](https://github.com/gaocegege))
+- [FileMetricsCollector]skip line without metrics keywords ([#1018](https://github.com/kubeflow/katib/pull/1018) by [@sperlingxx](https://github.com/sperlingxx))
+- Added version number and TODO descriptions to API proto ([#1017](https://github.com/kubeflow/katib/pull/1017) by [@sarahmaddox](https://github.com/sarahmaddox))
+- fix: First check failed condition ([#1015](https://github.com/kubeflow/katib/pull/1015) by [@gaocegege](https://github.com/gaocegege))
+- feat: Do not inject sh -c when it exists ([#1010](https://github.com/kubeflow/katib/pull/1010) by [@gaocegege](https://github.com/gaocegege))
+- Nerual -> Neural ([#1000](https://github.com/kubeflow/katib/pull/1000) by [@tmielika](https://github.com/tmielika))
+- [Feature] Enable imagePullPolicy in Katib Config ([#1013](https://github.com/kubeflow/katib/pull/1013) by [@andreyvelich](https://github.com/andreyvelich))
+- fix: Avoid out-of-range exception ([#1012](https://github.com/kubeflow/katib/pull/1012) by [@gaocegege](https://github.com/gaocegege))
+- E2E Test for NAS RL Suggestion ([#1011](https://github.com/kubeflow/katib/pull/1011) by [@andreyvelich](https://github.com/andreyvelich))
+- Example with collecting timestamp of the metrics ([#970](https://github.com/kubeflow/katib/pull/970) by [@andreyvelich](https://github.com/andreyvelich))
+- Add NAS RL training container to kubeflowkatib repository ([#1008](https://github.com/kubeflow/katib/pull/1008) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix number of Trials problem in NAS RL Suggestion ([#1009](https://github.com/kubeflow/katib/pull/1009) by [@andreyvelich](https://github.com/andreyvelich))
+- Rename katib DB manager ([#1006](https://github.com/kubeflow/katib/pull/1006) by [@hougangliu](https://github.com/hougangliu))
+- chore(deps): Bump tensorflow from 1.12.0 to 1.15.0 in /examples/v1alpha3/NAS-training-containers/RL-cifar10 ([#1005](https://github.com/kubeflow/katib/pull/1005) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- chore(deps): Bump tensorflow-gpu from 1.12.0 to 1.15.0 in /examples/v1alpha3/NAS-training-containers/RL-cifar10 ([#978](https://github.com/kubeflow/katib/pull/978) by [@dependabot[bot]](https://github.com/apps/dependabot))
+- CPU example for NAS RL cifar10 training container ([#999](https://github.com/kubeflow/katib/pull/999) by [@andreyvelich](https://github.com/andreyvelich))
+- Updated links to docs/github on Katib dashboard ([#1003](https://github.com/kubeflow/katib/pull/1003) by [@sarahmaddox](https://github.com/sarahmaddox))
+- Fixed a few typos ([#1001](https://github.com/kubeflow/katib/pull/1001) by [@sarahmaddox](https://github.com/sarahmaddox))
+- fix: Inherit labels and annotations from experiment ([#998](https://github.com/kubeflow/katib/pull/998) by [@gaocegege](https://github.com/gaocegege))
+- Moved some content and added links to Kubeflow docs ([#990](https://github.com/kubeflow/katib/pull/990) by [@sarahmaddox](https://github.com/sarahmaddox))
+- feat: Support resource in sidecar ([#991](https://github.com/kubeflow/katib/pull/991) by [@gaocegege](https://github.com/gaocegege))
+- fix: Ignore the failure ([#996](https://github.com/kubeflow/katib/pull/996) by [@gaocegege](https://github.com/gaocegege))
+- UI: Select namespace from Kubeflow dashboard ([#982](https://github.com/kubeflow/katib/pull/982) by [@andreyvelich](https://github.com/andreyvelich))
+- feat: Add a flag to control the logic about sc ([#994](https://github.com/kubeflow/katib/pull/994) by [@gaocegege](https://github.com/gaocegege))
+- Initialize securityContext in injected metrics container ([#964](https://github.com/kubeflow/katib/pull/964) by [@vpavlin](https://github.com/vpavlin))
+- add disk setting into suggestionConfiguration ([#989](https://github.com/kubeflow/katib/pull/989) by [@sperlingxx](https://github.com/sperlingxx))
+- Get dbUser from Env or default('root') ([#985](https://github.com/kubeflow/katib/pull/985) by [@UrmsOne](https://github.com/UrmsOne))
+- feat(experiment_status): Add trial name ([#986](https://github.com/kubeflow/katib/pull/986) by [@gaocegege](https://github.com/gaocegege))
+- feat(config): Add a new config for webhook ([#980](https://github.com/kubeflow/katib/pull/980) by [@gaocegege](https://github.com/gaocegege))
+- add metrics for trial ([#974](https://github.com/kubeflow/katib/pull/974) by [@yeya24](https://github.com/yeya24))
+- Use port higher than 1024 to be able to run as a non-root user ([#960](https://github.com/kubeflow/katib/pull/960) by [@vpavlin](https://github.com/vpavlin))
+- Remove redundant serviceAccountName assignment ([#969](https://github.com/kubeflow/katib/pull/969) by [@hougangliu](https://github.com/hougangliu))
+- Increase Suggestion memory limit ([#958](https://github.com/kubeflow/katib/pull/958) by [@andreyvelich](https://github.com/andreyvelich))
+- User root user explicitely for DB readinessProbe ([#962](https://github.com/kubeflow/katib/pull/962) by [@vpavlin](https://github.com/vpavlin))
+- Fix typo in getKabitJob function name ([#965](https://github.com/kubeflow/katib/pull/965) by [@vpavlin](https://github.com/vpavlin))
+- Use port 8080 for Katib UI ([#967](https://github.com/kubeflow/katib/pull/967) by [@vpavlin](https://github.com/vpavlin))
+- Validate experiment ([#957](https://github.com/kubeflow/katib/pull/957) by [@hougangliu](https://github.com/hougangliu))
+- UI: Support namespace selection in experiment monitor ([#950](https://github.com/kubeflow/katib/pull/950) by [@andreyvelich](https://github.com/andreyvelich))
+- Delete v1alpha2 api ([#953](https://github.com/kubeflow/katib/pull/953) by [@johnugeorge](https://github.com/johnugeorge))
+- Resume experiment with extra trials from last checkpoint ([#952](https://github.com/kubeflow/katib/pull/952) by [@johnugeorge](https://github.com/johnugeorge))
+- Add a gauge metric for current experiments ([#954](https://github.com/kubeflow/katib/pull/954) by [@yeya24](https://github.com/yeya24))
+- feat: Support running ([#894](https://github.com/kubeflow/katib/pull/894) by [@gaocegege](https://github.com/gaocegege))
+- Use kubeflowkatib repo as image repo of example ([#949](https://github.com/kubeflow/katib/pull/949) by [@hougangliu](https://github.com/hougangliu))
+- Update API spec for early stopping ([#951](https://github.com/kubeflow/katib/pull/951) by [@richardsliu](https://github.com/richardsliu))
+- rename counter metrics ([#942](https://github.com/kubeflow/katib/pull/942) by [@yeya24](https://github.com/yeya24))
+- update deployment api version ([#937](https://github.com/kubeflow/katib/pull/937) by [@yeya24](https://github.com/yeya24))
+- Fix: Empty Trial templates in Katib UI ([#938](https://github.com/kubeflow/katib/pull/938) by [@andreyvelich](https://github.com/andreyvelich))
+- Implement metrics custom filters ([#947](https://github.com/kubeflow/katib/pull/947) by [@hougangliu](https://github.com/hougangliu))
+- Remove katib webhook when undeploy ([#935](https://github.com/kubeflow/katib/pull/935) by [@hougangliu](https://github.com/hougangliu))
+- Change web failPolicy to fail instead of default ingore ([#933](https://github.com/kubeflow/katib/pull/933) by [@hougangliu](https://github.com/hougangliu))
+- feat: Add limit for suggestion pod ([#932](https://github.com/kubeflow/katib/pull/932) by [@gaocegege](https://github.com/gaocegege))
+- Support multiple metric logs in one line ([#925](https://github.com/kubeflow/katib/pull/925) by [@hougangliu](https://github.com/hougangliu))
+- Tfevent metriccollector fails when multiple files exist ([#920](https://github.com/kubeflow/katib/pull/920) by [@hougangliu](https://github.com/hougangliu))
+- Handle metricscollector case worker container have no command ([#914](https://github.com/kubeflow/katib/pull/914) by [@hougangliu](https://github.com/hougangliu))
+- tfevent-metricscollector support ppc64le ([#912](https://github.com/kubeflow/katib/pull/912) by [@hmtai](https://github.com/hmtai))
+- Fix grid suggestion ValidateAlgorithmSettings return ([#913](https://github.com/kubeflow/katib/pull/913) by [@hougangliu](https://github.com/hougangliu))
+- Fix wrong suggestion service endpoint ([#911](https://github.com/kubeflow/katib/pull/911) by [@hougangliu](https://github.com/hougangliu))
+- Enable arm64 architecture support for katib images and fix grpc health probe multiarch error. ([#897](https://github.com/kubeflow/katib/pull/897) by [@MrXinWang](https://github.com/MrXinWang))
+- feat: Support custom databases ([#910](https://github.com/kubeflow/katib/pull/910) by [@gaocegege](https://github.com/gaocegege))
+- Enhance validation for metrics collector ([#909](https://github.com/kubeflow/katib/pull/909) by [@hougangliu](https://github.com/hougangliu))
+- Support custom metrics collector kind ([#908](https://github.com/kubeflow/katib/pull/908) by [@hougangliu](https://github.com/hougangliu))
+- support ppc64le ([#893](https://github.com/kubeflow/katib/pull/893) by [@hmtai](https://github.com/hmtai))
+- fix: Add Suggestion into CI ([#907](https://github.com/kubeflow/katib/pull/907) by [@gaocegege](https://github.com/gaocegege))
+- Validate algorithm ([#904](https://github.com/kubeflow/katib/pull/904) by [@hougangliu](https://github.com/hougangliu))
+- Support restarting training job ([#901](https://github.com/kubeflow/katib/pull/901) by [@hougangliu](https://github.com/hougangliu))
+- Fix katib-manager crash in kubeflow cluster ([#900](https://github.com/kubeflow/katib/pull/900) by [@hougangliu](https://github.com/hougangliu))
+- Revert env for katib-db ([#899](https://github.com/kubeflow/katib/pull/899) by [@hougangliu](https://github.com/hougangliu))
+- feat: Patch to fix running condition ([#895](https://github.com/kubeflow/katib/pull/895) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add quick start ([#878](https://github.com/kubeflow/katib/pull/878) by [@gaocegege](https://github.com/gaocegege))
+- Pin operators to 0.7 branch ([#885](https://github.com/kubeflow/katib/pull/885) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Use 64 instead of 32 since we are using float64 ([#883](https://github.com/kubeflow/katib/pull/883) by [@gaocegege](https://github.com/gaocegege))
+- fix: Use as instead of , to support python 3 in tfevent metrics collector ([#881](https://github.com/kubeflow/katib/pull/881) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add event when the reconcile is failed ([#879](https://github.com/kubeflow/katib/pull/879) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add events in experiment ([#880](https://github.com/kubeflow/katib/pull/880) by [@gaocegege](https://github.com/gaocegege))
+- Remove unused katib-manager-rest ([#876](https://github.com/kubeflow/katib/pull/876) by [@hougangliu](https://github.com/hougangliu))
+- feat: Refactor to make it easy to extend new kinds ([#865](https://github.com/kubeflow/katib/pull/865) by [@gaocegege](https://github.com/gaocegege))
+- feat: Support random state in random search ([#873](https://github.com/kubeflow/katib/pull/873) by [@gaocegege](https://github.com/gaocegege))
+- Add prometheus metrics for experiment and trial ([#870](https://github.com/kubeflow/katib/pull/870) by [@hougangliu](https://github.com/hougangliu))
+- fix: Use binary in test ([#875](https://github.com/kubeflow/katib/pull/875) by [@gaocegege](https://github.com/gaocegege))
+- feat: Support env in mysql ([#868](https://github.com/kubeflow/katib/pull/868) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add liveness probe for DB ([#871](https://github.com/kubeflow/katib/pull/871) by [@gaocegege](https://github.com/gaocegege))
+- Remove unused files ([#869](https://github.com/kubeflow/katib/pull/869) by [@hougangliu](https://github.com/hougangliu))
+- feat: Add doc about algorithm ([#867](https://github.com/kubeflow/katib/pull/867) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add doc about how to add a new kind in trial ([#844](https://github.com/kubeflow/katib/pull/844) by [@gaocegege](https://github.com/gaocegege))
+- Adding metric unavailability to events ([#864](https://github.com/kubeflow/katib/pull/864) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix worker error silent ([#863](https://github.com/kubeflow/katib/pull/863) by [@hougangliu](https://github.com/hougangliu))
+- feat: Show experiment status in json ([#853](https://github.com/kubeflow/katib/pull/853) by [@gaocegege](https://github.com/gaocegege))
+- Finish reconcile only after running trials are complete ([#861](https://github.com/kubeflow/katib/pull/861) by [@johnugeorge](https://github.com/johnugeorge))
+- Update Readme ([#860](https://github.com/kubeflow/katib/pull/860) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Fix docs about metrics collection and suggestion design ([#858](https://github.com/kubeflow/katib/pull/858) by [@gaocegege](https://github.com/gaocegege))
+- Adding events to trials ([#852](https://github.com/kubeflow/katib/pull/852) by [@johnugeorge](https://github.com/johnugeorge))
+- chore: Add dockerignore, enhance liveness for manager ([#851](https://github.com/kubeflow/katib/pull/851) by [@gaocegege](https://github.com/gaocegege))
+- fix: Reorder to skip observation collection ([#847](https://github.com/kubeflow/katib/pull/847) by [@gaocegege](https://github.com/gaocegege))
+- feat: Set default namespace and template for trial ([#850](https://github.com/kubeflow/katib/pull/850) by [@gaocegege](https://github.com/gaocegege))
+- fix: Use namespace to get trial list ([#846](https://github.com/kubeflow/katib/pull/846) by [@gaocegege](https://github.com/gaocegege))
+- [docs] Add suggestion proposal ([#726](https://github.com/kubeflow/katib/pull/726) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add doc for implementing new algorithms ([#769](https://github.com/kubeflow/katib/pull/769) by [@gaocegege](https://github.com/gaocegege))
+- feat: Support namespace in NAS UI ([#839](https://github.com/kubeflow/katib/pull/839) by [@gaocegege](https://github.com/gaocegege))
+- feat: Show all experiments in monitor ([#835](https://github.com/kubeflow/katib/pull/835) by [@gaocegege](https://github.com/gaocegege))
+- Delete jobs when trials are completed ([#838](https://github.com/kubeflow/katib/pull/838) by [@johnugeorge](https://github.com/johnugeorge))
+- Remove unused manager message definition ([#837](https://github.com/kubeflow/katib/pull/837) by [@hougangliu](https://github.com/hougangliu))
+- Add tfjob and pytorch examples to e2e ([#820](https://github.com/kubeflow/katib/pull/820) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Update liveness probe to avoid problems ([#833](https://github.com/kubeflow/katib/pull/833) by [@gaocegege](https://github.com/gaocegege))
+- Remove used katib-manager code ([#836](https://github.com/kubeflow/katib/pull/836) by [@hougangliu](https://github.com/hougangliu))
+- File metrics collector end to end test ([#832](https://github.com/kubeflow/katib/pull/832) by [@hougangliu](https://github.com/hougangliu))
+- feat: support namespace for trial template ([#827](https://github.com/kubeflow/katib/pull/827) by [@gaocegege](https://github.com/gaocegege))
+- Remove metrics in DB when delete trial ([#830](https://github.com/kubeflow/katib/pull/830) by [@hougangliu](https://github.com/hougangliu))
+- Update status conditions during reconcile error ([#831](https://github.com/kubeflow/katib/pull/831) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Use env var for namespace ([#829](https://github.com/kubeflow/katib/pull/829) by [@gaocegege](https://github.com/gaocegege))
+- Make sure experiment namespace can inject metriccollector sidecar ([#828](https://github.com/kubeflow/katib/pull/828) by [@hougangliu](https://github.com/hougangliu))
+- Doc about katib workflow design ([#824](https://github.com/kubeflow/katib/pull/824) by [@hougangliu](https://github.com/hougangliu))
+- fix: Support multiple namespaces when using kubectl ([#826](https://github.com/kubeflow/katib/pull/826) by [@gaocegege](https://github.com/gaocegege))
+- feat: Support step when using grid in UI ([#821](https://github.com/kubeflow/katib/pull/821) by [@gaocegege](https://github.com/gaocegege))
+- fix: Build e2e-runner ([#822](https://github.com/kubeflow/katib/pull/822) by [@gaocegege](https://github.com/gaocegege))
+- Fix stdout of worker container show nothing ([#819](https://github.com/kubeflow/katib/pull/819) by [@hougangliu](https://github.com/hougangliu))
+- feat: Remove useless APIs ([#818](https://github.com/kubeflow/katib/pull/818) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add validation for grid ([#812](https://github.com/kubeflow/katib/pull/812) by [@gaocegege](https://github.com/gaocegege))
+- Adding additional printer columns for better debugging ([#817](https://github.com/kubeflow/katib/pull/817) by [@johnugeorge](https://github.com/johnugeorge))
+- metrics-collector role is not useful any more ([#816](https://github.com/kubeflow/katib/pull/816) by [@hougangliu](https://github.com/hougangliu))
+- Rename algorithm deployment and service ([#814](https://github.com/kubeflow/katib/pull/814) by [@hougangliu](https://github.com/hougangliu))
+- fix: Fix the type ([#813](https://github.com/kubeflow/katib/pull/813) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add tpe e2e test case ([#809](https://github.com/kubeflow/katib/pull/809) by [@gaocegege](https://github.com/gaocegege))
+- Remove unused field from Experiment Spec ([#806](https://github.com/kubeflow/katib/pull/806) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Add HyperBand ([#787](https://github.com/kubeflow/katib/pull/787) by [@gaocegege](https://github.com/gaocegege))
+- Removing unnecessary config from examples ([#803](https://github.com/kubeflow/katib/pull/803) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Add NAS RL based algorithm ([#793](https://github.com/kubeflow/katib/pull/793) by [@gaocegege](https://github.com/gaocegege))
+- fix: Remove copy ([#802](https://github.com/kubeflow/katib/pull/802) by [@gaocegege](https://github.com/gaocegege))
+- Using example as the default trial ([#801](https://github.com/kubeflow/katib/pull/801) by [@johnugeorge](https://github.com/johnugeorge))
+- Removing metric collector templates from UI ([#800](https://github.com/kubeflow/katib/pull/800) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Use commitid ([#799](https://github.com/kubeflow/katib/pull/799) by [@gaocegege](https://github.com/gaocegege))
+- Use common metricsCollector struct ([#798](https://github.com/kubeflow/katib/pull/798) by [@hougangliu](https://github.com/hougangliu))
+- build: Support arguments ([#795](https://github.com/kubeflow/katib/pull/795) by [@gaocegege](https://github.com/gaocegege))
+- feat: Rename algorithms ([#794](https://github.com/kubeflow/katib/pull/794) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add events in suggestion ([#796](https://github.com/kubeflow/katib/pull/796) by [@gaocegege](https://github.com/gaocegege))
+- UI: Fix problems ([#786](https://github.com/kubeflow/katib/pull/786) by [@gaocegege](https://github.com/gaocegege))
+- Implement tfevent collector ([#792](https://github.com/kubeflow/katib/pull/792) by [@hougangliu](https://github.com/hougangliu))
+- Run e2e tests parallel ([#790](https://github.com/kubeflow/katib/pull/790) by [@johnugeorge](https://github.com/johnugeorge))
+- Mark trial as failed when job fails ([#791](https://github.com/kubeflow/katib/pull/791) by [@johnugeorge](https://github.com/johnugeorge))
+- Adding javascripts locally ([#789](https://github.com/kubeflow/katib/pull/789) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Add grid with the help of chocolate ([#780](https://github.com/kubeflow/katib/pull/780) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add bayesian ([#777](https://github.com/kubeflow/katib/pull/777) by [@gaocegege](https://github.com/gaocegege))
+- Implement file metrics collector ([#783](https://github.com/kubeflow/katib/pull/783) by [@hougangliu](https://github.com/hougangliu))
+- feat: Remove useless algorithms ([#782](https://github.com/kubeflow/katib/pull/782) by [@gaocegege](https://github.com/gaocegege))
+- Adding algorithm deployment status to Suggestion status ([#784](https://github.com/kubeflow/katib/pull/784) by [@johnugeorge](https://github.com/johnugeorge))
+- Wait for GRPC server to be up ([#785](https://github.com/kubeflow/katib/pull/785) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Add GRPC health check in suggestions ([#779](https://github.com/kubeflow/katib/pull/779) by [@gaocegege](https://github.com/gaocegege))
+- feat: Add more output in e2e test for debug purpose and fix test cases ([#775](https://github.com/kubeflow/katib/pull/775) by [@gaocegege](https://github.com/gaocegege))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.6.0-rc.0...v0.9.0)
+
+## [v0.6.0-rc.0](https://github.com/kubeflow/katib/tree/v0.6.0-rc.0) (2019-06-28)
+
+## Features and Bug Fixes
+
+- Add npm build to the UI Dockerfile ([#665](https://github.com/kubeflow/katib/pull/665) by [@andreyvelich](https://github.com/andreyvelich))
+- MetricController: Run only a single job per task ([#660](https://github.com/kubeflow/katib/pull/660) by [@epa095](https://github.com/epa095))
+- Build images for nasrl training container ([#669](https://github.com/kubeflow/katib/pull/669) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Add delete experiment functionality ([#654](https://github.com/kubeflow/katib/pull/654) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Change adding a template ([#656](https://github.com/kubeflow/katib/pull/656) by [@andreyvelich](https://github.com/andreyvelich))
+- UI: Select Objective Type from the list ([#653](https://github.com/kubeflow/katib/pull/653) by [@andreyvelich](https://github.com/andreyvelich))
+- Add e2e test to presubmit ([#652](https://github.com/kubeflow/katib/pull/652) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Do not use webhook in UT ([#657](https://github.com/kubeflow/katib/pull/657) by [@gaocegege](https://github.com/gaocegege))
+- Enhancing katib client apis ([#650](https://github.com/kubeflow/katib/pull/650) by [@johnugeorge](https://github.com/johnugeorge))
+- Wrong mock file name ([#651](https://github.com/kubeflow/katib/pull/651) by [@johnugeorge](https://github.com/johnugeorge))
+- UI: Show only succeeded Trials ([#646](https://github.com/kubeflow/katib/pull/646) by [@andreyvelich](https://github.com/andreyvelich))
+- v1alpha2 hyperband suggestion service validation ([#648](https://github.com/kubeflow/katib/pull/648) by [@hougangliu](https://github.com/hougangliu))
+- refactor: Remove requests check for most test cases ([#626](https://github.com/kubeflow/katib/pull/626) by [@gaocegege](https://github.com/gaocegege))
+- feat(experiment): Delete dup trials ([#647](https://github.com/kubeflow/katib/pull/647) by [@gaocegege](https://github.com/gaocegege))
+- UI: Add bayesianoptimization algorithm in selectlist ([#645](https://github.com/kubeflow/katib/pull/645) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix v1alpha1 hyperband algorithm mismatch ([#634](https://github.com/kubeflow/katib/pull/634) by [@hougangliu](https://github.com/hougangliu))
+- v1alpha2 hyperband suggestion service ([#631](https://github.com/kubeflow/katib/pull/631) by [@hougangliu](https://github.com/hougangliu))
+- Upgrade Job operators to v1 ([#635](https://github.com/kubeflow/katib/pull/635) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix sql syntax for UpdateAlgorithmExtraSettings ([#633](https://github.com/kubeflow/katib/pull/633) by [@hougangliu](https://github.com/hougangliu))
+- Update Algorithm extra settings during experiment creation ([#630](https://github.com/kubeflow/katib/pull/630) by [@johnugeorge](https://github.com/johnugeorge))
+- Adding cascading delete of pods when jobs are deleted ([#632](https://github.com/kubeflow/katib/pull/632) by [@johnugeorge](https://github.com/johnugeorge))
+- Add tests for grid suggestion algorithm ([#628](https://github.com/kubeflow/katib/pull/628) by [@johnugeorge](https://github.com/johnugeorge))
+- Fixing tag for Suggestion BO ([#627](https://github.com/kubeflow/katib/pull/627) by [@johnugeorge](https://github.com/johnugeorge))
+- Training Container for NAS RL Suggestion in v1alpha2 ([#614](https://github.com/kubeflow/katib/pull/614) by [@andreyvelich](https://github.com/andreyvelich))
+- Implementing v1alpha2 grid search suggestion algorithm ([#622](https://github.com/kubeflow/katib/pull/622) by [@johnugeorge](https://github.com/johnugeorge))
+- feat: Support bayesianoptimization in v1alpha2 ([#595](https://github.com/kubeflow/katib/pull/595) by [@gaocegege](https://github.com/gaocegege))
+- NAS RL Suggestion for v1alpha2 ([#613](https://github.com/kubeflow/katib/pull/613) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix problems in the UI for v1alpha2 ([#623](https://github.com/kubeflow/katib/pull/623) by [@andreyvelich](https://github.com/andreyvelich))
+- Updated help message for golint. ([#621](https://github.com/kubeflow/katib/pull/621) by [@gyliu513](https://github.com/gyliu513))
+- Fix Scheme in Katib Client for v1alpha2 ([#620](https://github.com/kubeflow/katib/pull/620) by [@andreyvelich](https://github.com/andreyvelich))
+- Set trial completion status only after metric collection ([#616](https://github.com/kubeflow/katib/pull/616) by [@johnugeorge](https://github.com/johnugeorge))
+- go unit tests from presubmits ([#618](https://github.com/kubeflow/katib/pull/618) by [@johnugeorge](https://github.com/johnugeorge))
+- Skip creating trials if add count is zero ([#617](https://github.com/kubeflow/katib/pull/617) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix nasrl example in v1alpha2 ([#609](https://github.com/kubeflow/katib/pull/609) by [@andreyvelich](https://github.com/andreyvelich))
+- Enabled make check in travis. ([#608](https://github.com/kubeflow/katib/pull/608) by [@gyliu513](https://github.com/gyliu513))
+- fix make check ([#606](https://github.com/kubeflow/katib/pull/606) by [@gyliu513](https://github.com/gyliu513))
+- Fine-grained docker image build. ([#605](https://github.com/kubeflow/katib/pull/605) by [@gyliu513](https://github.com/gyliu513))
+- Restructuring manifests ([#602](https://github.com/kubeflow/katib/pull/602) by [@johnugeorge](https://github.com/johnugeorge))
+- Fixing latest tag ([#603](https://github.com/kubeflow/katib/pull/603) by [@johnugeorge](https://github.com/johnugeorge))
+- Minor changes to metric collector manifest ([#601](https://github.com/kubeflow/katib/pull/601) by [@johnugeorge](https://github.com/johnugeorge))
+- Mini fix for v1alpha1 metricsCollector ([#600](https://github.com/kubeflow/katib/pull/600) by [@hougangliu](https://github.com/hougangliu))
+- Check error in OpenSQLConnection ([#588](https://github.com/kubeflow/katib/pull/588) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix issue of hyperband suggestion service cannot move on ([#596](https://github.com/kubeflow/katib/pull/596) by [@hougangliu](https://github.com/hougangliu))
+- doc: Update readme ([#593](https://github.com/kubeflow/katib/pull/593) by [@gaocegege](https://github.com/gaocegege))
+- Reverse logic of Less in hyperband v1alpha1 ([#592](https://github.com/kubeflow/katib/pull/592) by [@hougangliu](https://github.com/hougangliu))
+- Mini fix for getExperimentConf ([#594](https://github.com/kubeflow/katib/pull/594) by [@hougangliu](https://github.com/hougangliu))
+- feat: Add UI in manifests v1alpha2 ([#591](https://github.com/kubeflow/katib/pull/591) by [@gaocegege](https://github.com/gaocegege))
+- feat: Support flags in UI ([#590](https://github.com/kubeflow/katib/pull/590) by [@gaocegege](https://github.com/gaocegege))
+- Default make target to v1alpha2. ([#585](https://github.com/kubeflow/katib/pull/585) by [@gyliu513](https://github.com/gyliu513))
+- Change undeploy script ([#587](https://github.com/kubeflow/katib/pull/587) by [@andreyvelich](https://github.com/andreyvelich))
+- Added undeploy for katib. ([#579](https://github.com/kubeflow/katib/pull/579) by [@gyliu513](https://github.com/gyliu513))
+- feat(trial): Add more failure test cases ([#570](https://github.com/kubeflow/katib/pull/570) by [@gaocegege](https://github.com/gaocegege))
+- Add categories for katib CRDs ([#576](https://github.com/kubeflow/katib/pull/576) by [@hougangliu](https://github.com/hougangliu))
+- Add Validate Algorithm Settings in v1alpha2 ([#574](https://github.com/kubeflow/katib/pull/574) by [@andreyvelich](https://github.com/andreyvelich))
+- Updated makefile by adding more targets for developer. ([#575](https://github.com/kubeflow/katib/pull/575) by [@gyliu513](https://github.com/gyliu513))
+- feat(experiment): Add more test cases ([#563](https://github.com/kubeflow/katib/pull/563) by [@gaocegege](https://github.com/gaocegege))
+- refactor: Use manager client to get log for test ([#569](https://github.com/kubeflow/katib/pull/569) by [@gaocegege](https://github.com/gaocegege))
+- Adding go tools scripts - part 1 ([#573](https://github.com/kubeflow/katib/pull/573) by [@gyliu513](https://github.com/gyliu513))
+- Retain for job and metricsCollector ([#572](https://github.com/kubeflow/katib/pull/572) by [@hougangliu](https://github.com/hougangliu))
+- Fix finalizer cannot work ([#571](https://github.com/kubeflow/katib/pull/571) by [@hougangliu](https://github.com/hougangliu))
+- Implement GetExperimentInDB ([#558](https://github.com/kubeflow/katib/pull/558) by [@hougangliu](https://github.com/hougangliu))
+- refactor: Unify the interface ([#568](https://github.com/kubeflow/katib/pull/568) by [@gaocegege](https://github.com/gaocegege))
+- Implement trial observation metrics ([#564](https://github.com/kubeflow/katib/pull/564) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Check if the deletion time is nil or zero ([#567](https://github.com/kubeflow/katib/pull/567) by [@gaocegege](https://github.com/gaocegege))
+- feat(experiment-validator): Inject client ([#561](https://github.com/kubeflow/katib/pull/561) by [@gaocegege](https://github.com/gaocegege))
+- Change path for yaml file and NAS training containers ([#566](https://github.com/kubeflow/katib/pull/566) by [@andreyvelich](https://github.com/andreyvelich))
+- Added metric name to GetObservationLogRequest ([#559](https://github.com/kubeflow/katib/pull/559) by [@johnugeorge](https://github.com/johnugeorge))
+- Reducing the Prow workflow name length ([#562](https://github.com/kubeflow/katib/pull/562) by [@johnugeorge](https://github.com/johnugeorge))
+- chore: Add code coverage test ([#560](https://github.com/kubeflow/katib/pull/560) by [@gaocegege](https://github.com/gaocegege))
+- feat(experiment): Add test cases ([#556](https://github.com/kubeflow/katib/pull/556) by [@gaocegege](https://github.com/gaocegege))
+- chore: Refactor nasenvelopenet ([#492](https://github.com/kubeflow/katib/pull/492) by [@gaocegege](https://github.com/gaocegege))
+- feat(trial): Refactor trial controller and add basic test cases ([#528](https://github.com/kubeflow/katib/pull/528) by [@gaocegege](https://github.com/gaocegege))
+- Add status for experiment and trial in additionalPrinterColumns ([#555](https://github.com/kubeflow/katib/pull/555) by [@hougangliu](https://github.com/hougangliu))
+- Fix default metricsController wrong args ([#550](https://github.com/kubeflow/katib/pull/550) by [@hougangliu](https://github.com/hougangliu))
+- Add NAS RL yaml example for v1alpha2 ([#554](https://github.com/kubeflow/katib/pull/554) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix trial requestNumber error ([#553](https://github.com/kubeflow/katib/pull/553) by [@hougangliu](https://github.com/hougangliu))
+- Adding test for random suggestion algorithm ([#552](https://github.com/kubeflow/katib/pull/552) by [@johnugeorge](https://github.com/johnugeorge))
+- Adding minor styles changes ([#548](https://github.com/kubeflow/katib/pull/548) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix nil pointer error when create trial ([#547](https://github.com/kubeflow/katib/pull/547) by [@hougangliu](https://github.com/hougangliu))
+- Used klog for katib - part 1. ([#526](https://github.com/kubeflow/katib/pull/526) by [@gyliu513](https://github.com/gyliu513))
+- Implement GetSuggestions for general suggestion ([#546](https://github.com/kubeflow/katib/pull/546) by [@hougangliu](https://github.com/hougangliu))
+- fix: Fix the conflicts in UI backend ([#545](https://github.com/kubeflow/katib/pull/545) by [@gaocegege](https://github.com/gaocegege))
+- Earlystopping changes trigger CI based on version ([#544](https://github.com/kubeflow/katib/pull/544) by [@hougangliu](https://github.com/hougangliu))
+- Adding manifests for manager rest ([#542](https://github.com/kubeflow/katib/pull/542) by [@johnugeorge](https://github.com/johnugeorge))
+- Katib UI for v1alpha2 ([#486](https://github.com/kubeflow/katib/pull/486) by [@andreyvelich](https://github.com/andreyvelich))
+- Enable suggestion-random image build and push in CI ([#543](https://github.com/kubeflow/katib/pull/543) by [@hougangliu](https://github.com/hougangliu))
+- fix(status): Define status handler ([#518](https://github.com/kubeflow/katib/pull/518) by [@gaocegege](https://github.com/gaocegege))
+- Include suggestion manager based on version in prow ([#541](https://github.com/kubeflow/katib/pull/541) by [@hougangliu](https://github.com/hougangliu))
+- Adding random suggestion algorithm implementation and manifests ([#540](https://github.com/kubeflow/katib/pull/540) by [@johnugeorge](https://github.com/johnugeorge))
+- fix: Add test cases for validator and manifest generator ([#508](https://github.com/kubeflow/katib/pull/508) by [@gaocegege](https://github.com/gaocegege))
+- Update trial status DB operation ([#537](https://github.com/kubeflow/katib/pull/537) by [@hougangliu](https://github.com/hougangliu))
+- [v1alpha2] Add labels for TFjob and PytorchJob in Metrics Collector ([#539](https://github.com/kubeflow/katib/pull/539) by [@richardsliu](https://github.com/richardsliu))
+- v1alpha2 TFEvent metrics collector ([#538](https://github.com/kubeflow/katib/pull/538) by [@richardsliu](https://github.com/richardsliu))
+- Register Trial in DB ([#530](https://github.com/kubeflow/katib/pull/530) by [@andreyvelich](https://github.com/andreyvelich))
+- Restructuring docker files to build images per version ([#527](https://github.com/kubeflow/katib/pull/527) by [@johnugeorge](https://github.com/johnugeorge))
+- Dep ensure to sync up vendor. ([#535](https://github.com/kubeflow/katib/pull/535) by [@gyliu513](https://github.com/gyliu513))
+- fix: Avoid side effect ([#532](https://github.com/kubeflow/katib/pull/532) by [@gaocegege](https://github.com/gaocegege))
+- Include vendor dir instead of Gopkg in prow config ([#536](https://github.com/kubeflow/katib/pull/536) by [@hougangliu](https://github.com/hougangliu))
+- Update experiment status DB operation ([#534](https://github.com/kubeflow/katib/pull/534) by [@hougangliu](https://github.com/hougangliu))
+- feat(api): Add total number of trials ([#501](https://github.com/kubeflow/katib/pull/501) by [@gaocegege](https://github.com/gaocegege))
+- Fix wrong error-handling logic in db interface ([#529](https://github.com/kubeflow/katib/pull/529) by [@hougangliu](https://github.com/hougangliu))
+- chore: Remove dep ensure in CI ([#525](https://github.com/kubeflow/katib/pull/525) by [@gaocegege](https://github.com/gaocegege))
+- Delete experiment in DB if in need ([#519](https://github.com/kubeflow/katib/pull/519) by [@hougangliu](https://github.com/hougangliu))
+- Support for Custom Job resources ([#512](https://github.com/kubeflow/katib/pull/512) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix ut test and enable ut-test of v1alpha2 ([#524](https://github.com/kubeflow/katib/pull/524) by [@hougangliu](https://github.com/hougangliu))
+- godep: Remove useless dep ([#521](https://github.com/kubeflow/katib/pull/521) by [@gaocegege](https://github.com/gaocegege))
+- Fix prow to trigger corresponding workflow ([#520](https://github.com/kubeflow/katib/pull/520) by [@hougangliu](https://github.com/hougangliu))
+- create experiment in db ([#509](https://github.com/kubeflow/katib/pull/509) by [@hougangliu](https://github.com/hougangliu))
+- refactor(suggestion): Use interface ([#502](https://github.com/kubeflow/katib/pull/502) by [@gaocegege](https://github.com/gaocegege))
+- feat(CI): Run different flow according to version ([#516](https://github.com/kubeflow/katib/pull/516) by [@gaocegege](https://github.com/gaocegege))
+- Added PR and Issue template. ([#505](https://github.com/kubeflow/katib/pull/505) by [@gyliu513](https://github.com/gyliu513))
+- Enabled verbose logging for dev guide. ([#504](https://github.com/kubeflow/katib/pull/504) by [@gyliu513](https://github.com/gyliu513))
+- v1alpha2 metrics collector - controller ([#496](https://github.com/kubeflow/katib/pull/496) by [@richardsliu](https://github.com/richardsliu))
+- Update util for experiment in v1alpha2 ([#485](https://github.com/kubeflow/katib/pull/485) by [@andreyvelich](https://github.com/andreyvelich))
+- add common package ([#491](https://github.com/kubeflow/katib/pull/491) by [@hougangliu](https://github.com/hougangliu))
+- Add metrics collector spec and objective spec to Trial ([#489](https://github.com/kubeflow/katib/pull/489) by [@richardsliu](https://github.com/richardsliu))
+- Prune katib OWNERS file ([#490](https://github.com/kubeflow/katib/pull/490) by [@richardsliu](https://github.com/richardsliu))
+- Training container for NAS Envelopenet ([#429](https://github.com/kubeflow/katib/pull/429) by [@garganubhav](https://github.com/garganubhav))
+- NAS Envelopenet Suggestion and Job Example ([#425](https://github.com/kubeflow/katib/pull/425) by [@garganubhav](https://github.com/garganubhav))
+- V1alpha2 Metrics collector (part 1) ([#484](https://github.com/kubeflow/katib/pull/484) by [@richardsliu](https://github.com/richardsliu))
+- enable test for katib-manager ([#478](https://github.com/kubeflow/katib/pull/478) by [@hougangliu](https://github.com/hougangliu))
+- Remove outdated TODOs in README.md ([#468](https://github.com/kubeflow/katib/pull/468) by [@terrytangyuan](https://github.com/terrytangyuan))
+- Get experiment config from the instance ([#474](https://github.com/kubeflow/katib/pull/474) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix KatibClient name in v1alpha2 ([#483](https://github.com/kubeflow/katib/pull/483) by [@andreyvelich](https://github.com/andreyvelich))
+- Add Katib Client in v1alpha2 ([#480](https://github.com/kubeflow/katib/pull/480) by [@andreyvelich](https://github.com/andreyvelich))
+- Add metrics collector spec to v1alpha2 API ([#481](https://github.com/kubeflow/katib/pull/481) by [@richardsliu](https://github.com/richardsliu))
+- vizier-core does not need any role ([#482](https://github.com/kubeflow/katib/pull/482) by [@hougangliu](https://github.com/hougangliu))
+- katib manager db error ([#476](https://github.com/kubeflow/katib/pull/476) by [@hougangliu](https://github.com/hougangliu))
+- share one grpc-health-probe ([#477](https://github.com/kubeflow/katib/pull/477) by [@hougangliu](https://github.com/hougangliu))
+- validation and mutating webhook for experiment ([#473](https://github.com/kubeflow/katib/pull/473) by [@hougangliu](https://github.com/hougangliu))
+- enable test for v1alpha2 ([#465](https://github.com/kubeflow/katib/pull/465) by [@hougangliu](https://github.com/hougangliu))
+- Add serviceAccountName in UI deployment ([#469](https://github.com/kubeflow/katib/pull/469) by [@andreyvelich](https://github.com/andreyvelich))
+- chore: Skip test when code is not changed ([#467](https://github.com/kubeflow/katib/pull/467) by [@gaocegege](https://github.com/gaocegege))
+- Adding initial v1alpha2 API controller ([#457](https://github.com/kubeflow/katib/pull/457) by [@johnugeorge](https://github.com/johnugeorge))
+- v1alpha2 api server implementation ([#456](https://github.com/kubeflow/katib/pull/456) by [@YujiOshima](https://github.com/YujiOshima))
+- fix(readme): Merge image directory ([#455](https://github.com/kubeflow/katib/pull/455) by [@gaocegege](https://github.com/gaocegege))
+- Update REAME example links for v1alpha1 ([#452](https://github.com/kubeflow/katib/pull/452) by [@alexandraj777](https://github.com/alexandraj777))
+- fix py client import error ([#453](https://github.com/kubeflow/katib/pull/453) by [@hougangliu](https://github.com/hougangliu))
+- ClusterRoleBinding doesn't need namespace field ([#451](https://github.com/kubeflow/katib/pull/451) by [@hougangliu](https://github.com/hougangliu))
+- Update API for NAS in v1alpha2 ([#450](https://github.com/kubeflow/katib/pull/450) by [@andreyvelich](https://github.com/andreyvelich))
+- Restructuring test scripts for v1alpha1 and v1alpha2 ([#449](https://github.com/kubeflow/katib/pull/449) by [@johnugeorge](https://github.com/johnugeorge))
+- Code restructuring to support V1alpha1 and V1alpha2 API ([#448](https://github.com/kubeflow/katib/pull/448) by [@johnugeorge](https://github.com/johnugeorge))
+- Fix labels matching the job operator implementation ([#447](https://github.com/kubeflow/katib/pull/447) by [@johnugeorge](https://github.com/johnugeorge))
+- Updating the pytorch example image ([#446](https://github.com/kubeflow/katib/pull/446) by [@johnugeorge](https://github.com/johnugeorge))
+- Remove redundant lock ([#444](https://github.com/kubeflow/katib/pull/444) by [@mrkm4ntr](https://github.com/mrkm4ntr))
+- add v1alpha2 grpc api ([#427](https://github.com/kubeflow/katib/pull/427) by [@YujiOshima](https://github.com/YujiOshima))
+- Remove katibcli ([#436](https://github.com/kubeflow/katib/pull/436) by [@jdplatt](https://github.com/jdplatt))
+- Change datadir for avoid failure due to lost+found ([#432](https://github.com/kubeflow/katib/pull/432) by [@mrkm4ntr](https://github.com/mrkm4ntr))
+- fix demo link ([#434](https://github.com/kubeflow/katib/pull/434) by [@jq](https://github.com/jq))
+- Add fault tolerance support for trial failure ([#424](https://github.com/kubeflow/katib/pull/424) by [@DeeperMind](https://github.com/DeeperMind))
+- Test for Bayesian Optimization Algo ([#406](https://github.com/kubeflow/katib/pull/406) by [@jdplatt](https://github.com/jdplatt))
+- Katib v1alpha2 API for CRDs ([#381](https://github.com/kubeflow/katib/pull/381) by [@richardsliu](https://github.com/richardsliu))
+- Add NAS team as reviewers ([#419](https://github.com/kubeflow/katib/pull/419) by [@andreyvelich](https://github.com/andreyvelich))
+- Multiple Trials for Reinforcement Learning Suggestion ([#416](https://github.com/kubeflow/katib/pull/416) by [@DeeperMind](https://github.com/DeeperMind))
+- Fix the package version in training container ([#418](https://github.com/kubeflow/katib/pull/418) by [@DeeperMind](https://github.com/DeeperMind))
+- Add validation for NAS job in Katib controller ([#398](https://github.com/kubeflow/katib/pull/398) by [@andreyvelich](https://github.com/andreyvelich))
+- Fix path to API protobuf in developer guide ([#415](https://github.com/kubeflow/katib/pull/415) by [@andreyvelich](https://github.com/andreyvelich))
+- Add support for parallel studyjobs ([#404](https://github.com/kubeflow/katib/pull/404) by [@DeeperMind](https://github.com/DeeperMind))
+- Add separable/depthwise convolution, data augmentation and multiple GPU support ([#393](https://github.com/kubeflow/katib/pull/393) by [@DeeperMind](https://github.com/DeeperMind))
+- Add create time to Trial API ([#410](https://github.com/kubeflow/katib/pull/410) by [@andreyvelich](https://github.com/andreyvelich))
+- Metric collector must fail on error ([#405](https://github.com/kubeflow/katib/pull/405) by [@johnugeorge](https://github.com/johnugeorge))
+- add latest tag for katib images ([#409](https://github.com/kubeflow/katib/pull/409) by [@hougangliu](https://github.com/hougangliu))
+- add build and test for suggestion nasrl ([#401](https://github.com/kubeflow/katib/pull/401) by [@hougangliu](https://github.com/hougangliu))
+- Database APIs for NAS updated ([#394](https://github.com/kubeflow/katib/pull/394) by [@Akado2009](https://github.com/Akado2009))
+- Suggestion for Neural Architecture Search with Reinforcement Learning ([#339](https://github.com/kubeflow/katib/pull/339) by [@DeeperMind](https://github.com/DeeperMind))
+- add validating webhook for studyJob ([#383](https://github.com/kubeflow/katib/pull/383) by [@hougangliu](https://github.com/hougangliu))
+- Removing Operator specific handling during a StudyJob run ([#387](https://github.com/kubeflow/katib/pull/387) by [@johnugeorge](https://github.com/johnugeorge))
+- Delete modeldb from unit tests ([#391](https://github.com/kubeflow/katib/pull/391) by [@andreyvelich](https://github.com/andreyvelich))
+- show studyjob condition when run kubectl get ([#389](https://github.com/kubeflow/katib/pull/389) by [@hougangliu](https://github.com/hougangliu))
+- Training Container with Model Constructor for cifar10 ([#345](https://github.com/kubeflow/katib/pull/345) by [@DeeperMind](https://github.com/DeeperMind))
+- add studyjob python client ([#379](https://github.com/kubeflow/katib/pull/379) by [@hougangliu](https://github.com/hougangliu))
+- fix wrong example ([#378](https://github.com/kubeflow/katib/pull/378) by [@hougangliu](https://github.com/hougangliu))
+- Upgrading controller runtime and k8s to 1.11.2 ([#376](https://github.com/kubeflow/katib/pull/376) by [@johnugeorge](https://github.com/johnugeorge))
+- Properly initialize CI cluster credential ([#360](https://github.com/kubeflow/katib/pull/360) by [@toshiiw](https://github.com/toshiiw))
+- Include go dependencies in developer-guide.md ([#369](https://github.com/kubeflow/katib/pull/369) by [@alexandraj777](https://github.com/alexandraj777))
+- fix invalid memory address ([#368](https://github.com/kubeflow/katib/pull/368) by [@hougangliu](https://github.com/hougangliu))
+- Fix presubmits ([#363](https://github.com/kubeflow/katib/pull/363) by [@richardsliu](https://github.com/richardsliu))
+- Katib 2019 Roadmap ([#348](https://github.com/kubeflow/katib/pull/348) by [@richardsliu](https://github.com/richardsliu))
+- Update OWNERS ([#350](https://github.com/kubeflow/katib/pull/350) by [@richardsliu](https://github.com/richardsliu))
+- Extend Katib API for NAS jobs ([#327](https://github.com/kubeflow/katib/pull/327) by [@andreyvelich](https://github.com/andreyvelich))
+- ignore tfjob/pytorch job if corresponding CRD not created ([#335](https://github.com/kubeflow/katib/pull/335) by [@hougangliu](https://github.com/hougangliu))
+- Clarify the example UI is generated by random-example. ([#333](https://github.com/kubeflow/katib/pull/333) by [@gyliu513](https://github.com/gyliu513))
+- only try to delete study info in db when in need ([#342](https://github.com/kubeflow/katib/pull/342) by [@hougangliu](https://github.com/hougangliu))
+- omit empty fields for studyjob status ([#336](https://github.com/kubeflow/katib/pull/336) by [@hougangliu](https://github.com/hougangliu))
+- Update pytorch example with latest image ([#329](https://github.com/kubeflow/katib/pull/329) by [@TimZaman](https://github.com/TimZaman))
+- Fix typo in json API ([#330](https://github.com/kubeflow/katib/pull/330) by [@richardsliu](https://github.com/richardsliu))
+- Add information how to run TFjob and Pytorch examples in Katib ([#321](https://github.com/kubeflow/katib/pull/321) by [@andreyvelich](https://github.com/andreyvelich))
+- Add xgboost example using Bayesian optimization ([#320](https://github.com/kubeflow/katib/pull/320) by [@richardsliu](https://github.com/richardsliu))
+- katib should be able to be deployed in any namespace ([#324](https://github.com/kubeflow/katib/pull/324) by [@hougangliu](https://github.com/hougangliu))
+- Adding distributed pytorch example for katib ([#309](https://github.com/kubeflow/katib/pull/309) by [@johnugeorge](https://github.com/johnugeorge))
+- Minor fixes ([#307](https://github.com/kubeflow/katib/pull/307) by [@johnugeorge](https://github.com/johnugeorge))
+- delete obsolete data in db ([#315](https://github.com/kubeflow/katib/pull/315) by [@hougangliu](https://github.com/hougangliu))
+- add bestTrialId to statusJob status ([#312](https://github.com/kubeflow/katib/pull/312) by [@hougangliu](https://github.com/hougangliu))
+- Add api doc ([#303](https://github.com/kubeflow/katib/pull/303) by [@YujiOshima](https://github.com/YujiOshima))
+- validate studyJob when first reconcile it ([#308](https://github.com/kubeflow/katib/pull/308) by [@hougangliu](https://github.com/hougangliu))
+- add hougangliu as a reviewer ([#310](https://github.com/kubeflow/katib/pull/310) by [@hougangliu](https://github.com/hougangliu))
+- Adding to OWNERS file ([#304](https://github.com/kubeflow/katib/pull/304) by [@johnugeorge](https://github.com/johnugeorge))
+- sync up worker status all the time ([#299](https://github.com/kubeflow/katib/pull/299) by [@hougangliu](https://github.com/hougangliu))
+- studyJob with non-kubeflow namespace cannot work ([#302](https://github.com/kubeflow/katib/pull/302) by [@hougangliu](https://github.com/hougangliu))
+- Adding master pod check for default metric collector ([#300](https://github.com/kubeflow/katib/pull/300) by [@johnugeorge](https://github.com/johnugeorge))
+- reduce some redundant code ([#296](https://github.com/kubeflow/katib/pull/296) by [@hougangliu](https://github.com/hougangliu))
+- Extend studyjob client API ([#288](https://github.com/kubeflow/katib/pull/288) by [@andreyvelich](https://github.com/andreyvelich))
+- Use same deploy.sh when deploy katib components ([#284](https://github.com/kubeflow/katib/pull/284) by [@ytetra](https://github.com/ytetra))
+- update Readme ([#295](https://github.com/kubeflow/katib/pull/295) by [@hougangliu](https://github.com/hougangliu))
+- fix studyJob status suggestionCount mismatch error ([#290](https://github.com/kubeflow/katib/pull/290) by [@hougangliu](https://github.com/hougangliu))
+- fix invalid worker kind issue ([#287](https://github.com/kubeflow/katib/pull/287) by [@hougangliu](https://github.com/hougangliu))
+- get metricscollector by API ([#292](https://github.com/kubeflow/katib/pull/292) by [@YujiOshima](https://github.com/YujiOshima))
+- Support Pytorch job in Katib ([#283](https://github.com/kubeflow/katib/pull/283) by [@johnugeorge](https://github.com/johnugeorge))
+- Update k8s cluster version to 1.10 ([#286](https://github.com/kubeflow/katib/pull/286) by [@johnugeorge](https://github.com/johnugeorge))
+- Enrich GUI ([#264](https://github.com/kubeflow/katib/pull/264) by [@YujiOshima](https://github.com/YujiOshima))
+- update README ([#281](https://github.com/kubeflow/katib/pull/281) by [@hougangliu](https://github.com/hougangliu))
+- fix typo error for MinikubeDemo ([#282](https://github.com/kubeflow/katib/pull/282) by [@hougangliu](https://github.com/hougangliu))
+- fix typo error ([#280](https://github.com/kubeflow/katib/pull/280) by [@hougangliu](https://github.com/hougangliu))
+- add e2eTest of each suggestion algorithm ([#265](https://github.com/kubeflow/katib/pull/265) by [@ytetra](https://github.com/ytetra))
+- Allow studyjobcontroller to delete pods ([#278](https://github.com/kubeflow/katib/pull/278) by [@richardsliu](https://github.com/richardsliu))
+- Fix katib ui resource paths ([#277](https://github.com/kubeflow/katib/pull/277) by [@richardsliu](https://github.com/richardsliu))
+- Implement gRPC Health Checking Protocol + add readiness/liveness probes to vizier-core ([#270](https://github.com/kubeflow/katib/pull/270) by [@lkpdn](https://github.com/lkpdn))
+- POC: Katib integration with tf-operator ([#267](https://github.com/kubeflow/katib/pull/267) by [@richardsliu](https://github.com/richardsliu))
+- fix timing to determine slice size in grid search ([#271](https://github.com/kubeflow/katib/pull/271) by [@ytetra](https://github.com/ytetra))
+- Add Update{Study,Trial} ([#269](https://github.com/kubeflow/katib/pull/269) by [@toshiiw](https://github.com/toshiiw))
+- add Richard Liu to OWNERS ([#274](https://github.com/kubeflow/katib/pull/274) by [@YujiOshima](https://github.com/YujiOshima))
+- fix uncompleted value in ui ([#238](https://github.com/kubeflow/katib/pull/238) by [@YujiOshima](https://github.com/YujiOshima))
+- fix bayesian optimization suggestion ([#251](https://github.com/kubeflow/katib/pull/251) by [@YujiOshima](https://github.com/YujiOshima))
+- Prevent pod restarts caused by slow db boot ([#261](https://github.com/kubeflow/katib/pull/261) by [@lkpdn](https://github.com/lkpdn))
+- add UT of each suggestion algorithm ([#237](https://github.com/kubeflow/katib/pull/237) by [@ytetra](https://github.com/ytetra))
+- Downgrade kubernetes dependency to 1.10.1 ([#256](https://github.com/kubeflow/katib/pull/256) by [@richardsliu](https://github.com/richardsliu))
+- Fix incorrectly set namespace ([#260](https://github.com/kubeflow/katib/pull/260) by [@lkpdn](https://github.com/lkpdn))
+- Set MYSQL_ROOT_PASSWORD via Secret ([#253](https://github.com/kubeflow/katib/pull/253) by [@lkpdn](https://github.com/lkpdn))
+- update UI ([#255](https://github.com/kubeflow/katib/pull/255) by [@YujiOshima](https://github.com/YujiOshima))
+- Refactor studyjobcontroller ([#254](https://github.com/kubeflow/katib/pull/254) by [@richardsliu](https://github.com/richardsliu))
+- Change deploy.sh for Minikube example ([#252](https://github.com/kubeflow/katib/pull/252) by [@andreyvelich](https://github.com/andreyvelich))
+- Add mysql based unit tests ([#243](https://github.com/kubeflow/katib/pull/243) by [@toshiiw](https://github.com/toshiiw))
+- Update manifests ([#246](https://github.com/kubeflow/katib/pull/246) by [@YujiOshima](https://github.com/YujiOshima))
+- Add texasmichelle as reviewer ([#247](https://github.com/kubeflow/katib/pull/247) by [@texasmichelle](https://github.com/texasmichelle))
+- Tf event mc ([#235](https://github.com/kubeflow/katib/pull/235) by [@YujiOshima](https://github.com/YujiOshima))
+- Fix typos for json and objective ([#242](https://github.com/kubeflow/katib/pull/242) by [@toshiiw](https://github.com/toshiiw))
+- Add richardsliu to OWNERS/reviewer ([#239](https://github.com/kubeflow/katib/pull/239) by [@richardsliu](https://github.com/richardsliu))
+- add starttime and completiontime to worker ([#236](https://github.com/kubeflow/katib/pull/236) by [@wukong1992](https://github.com/wukong1992))
+- Fix typo ([#233](https://github.com/kubeflow/katib/pull/233) by [@ytetra](https://github.com/ytetra))
+- More DB unit tests ([#234](https://github.com/kubeflow/katib/pull/234) by [@toshiiw](https://github.com/toshiiw))
+- Fix the build script after #208 ([#231](https://github.com/kubeflow/katib/pull/231) by [@toshiiw](https://github.com/toshiiw))
+- Only retry an INSERT operation on unique constraint violation ([#229](https://github.com/kubeflow/katib/pull/229) by [@toshiiw](https://github.com/toshiiw))
+- New UI for Katib ([#208](https://github.com/kubeflow/katib/pull/208) by [@YujiOshima](https://github.com/YujiOshima))
+- fix slice range ([#226](https://github.com/kubeflow/katib/pull/226) by [@ytetra](https://github.com/ytetra))
+- More db tests ([#225](https://github.com/kubeflow/katib/pull/225) by [@toshiiw](https://github.com/toshiiw))
+- Fix storelogs ([#222](https://github.com/kubeflow/katib/pull/222) by [@toshiiw](https://github.com/toshiiw))
+- Check errors in order to avoid SEGV ([#219](https://github.com/kubeflow/katib/pull/219) by [@toshiiw](https://github.com/toshiiw))
+- Fix reqest count ([#214](https://github.com/kubeflow/katib/pull/214) by [@YujiOshima](https://github.com/YujiOshima))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/826657c14602a3f36263f3d6769451af0a75d18a...v0.6.0-rc.0)
+
+## [0.2](https://github.com/kubeflow/katib/tree/0.2) (2018-08-20)
+
+## Features
+
+- pin mxnet/python image version ([#139](https://github.com/kubeflow/katib/pull/139) by [@mayankjuneja](https://github.com/mayankjuneja))
+- Move the GKEDemo into kubeflow/examples ([#135](https://github.com/kubeflow/katib/pull/135) by [@jlewi](https://github.com/jlewi))
+- update OWNERS ([#129](https://github.com/kubeflow/katib/pull/129) by [@mitake](https://github.com/mitake))
+- Hyperband ([#124](https://github.com/kubeflow/katib/pull/124) by [@YujiOshima](https://github.com/YujiOshima))
+- add releasing workflow ([#113](https://github.com/kubeflow/katib/pull/113) by [@YujiOshima](https://github.com/YujiOshima))
+- API: Add WorkerStatus to GetMetrics and remove unused items ([#110](https://github.com/kubeflow/katib/pull/110) by [@YujiOshima](https://github.com/YujiOshima))
+- Add e2e test ([#114](https://github.com/kubeflow/katib/pull/114) by [@YujiOshima](https://github.com/YujiOshima))
+- use kubectl port-forward in demos ([#111](https://github.com/kubeflow/katib/pull/111) by [@YujiOshima](https://github.com/YujiOshima))
+- docs: Generate CLI documentation ([#105](https://github.com/kubeflow/katib/pull/105) by [@gaocegege](https://github.com/gaocegege))
+- changelog: Add ([#104](https://github.com/kubeflow/katib/pull/104) by [@gaocegege](https://github.com/gaocegege))
+
+## Bug Fixes
+
+- Corrected typos in hyperband example yml ([#146](https://github.com/kubeflow/katib/pull/146) by [@shibuiwilliam](https://github.com/shibuiwilliam))
+- Update status of workers in GetWorkers ([#127](https://github.com/kubeflow/katib/pull/127) by [@YujiOshima](https://github.com/YujiOshima))
+- fix doc link and kubectl port-forward command ([#120](https://github.com/kubeflow/katib/pull/120) by [@YujiOshima](https://github.com/YujiOshima))
+- Fix typo ([#123](https://github.com/kubeflow/katib/pull/123) by [@mrkm4ntr](https://github.com/mrkm4ntr))
+- Fix indentation to use spaces (instead of a mix of tabs and spaces) ([#121](https://github.com/kubeflow/katib/pull/121) by [@vinaykakade](https://github.com/vinaykakade))
+- docs: Fix wrong command ([#108](https://github.com/kubeflow/katib/pull/108) by [@mrkm4ntr](https://github.com/mrkm4ntr))
+- Remove dlk from manifests ([#107](https://github.com/kubeflow/katib/pull/107) by [@vinaykakade](https://github.com/vinaykakade))
+
+[Full Changelog](https://github.com/kubeflow/katib/compare/v0.1.2-alpha...826657c14602a3f36263f3d6769451af0a75d18a)
 
 ## [v0.1.2-alpha](https://github.com/kubeflow/katib/tree/v0.1.2-alpha) (2018-06-05)
+
 [Full Changelog](https://github.com/kubeflow/katib/compare/v0.1.1-alpha...v0.1.2-alpha)
 
 **Closed issues:**
 
 - \[request\] Invite libbyandhelen as reviewer for algorithm support [\#82](https://github.com/kubeflow/katib/issues/82)
 - cli failed to connect [\#80](https://github.com/kubeflow/katib/issues/80)
-- CreateStudy RPC error: Objective\_Value\_Name is required [\#73](https://github.com/kubeflow/katib/issues/73)
+- CreateStudy RPC error: Objective_Value_Name is required [\#73](https://github.com/kubeflow/katib/issues/73)
 - \[cli\] Use cobra to refactor the cli [\#54](https://github.com/kubeflow/katib/issues/54)
 - Reduce time it takes to build all images [\#50](https://github.com/kubeflow/katib/issues/50)
 - \[release\] Ksonnet the katib [\#32](https://github.com/kubeflow/katib/issues/32)
@@ -28,9 +717,10 @@
 - add random forest prior to Bayesian Optimization [\#81](https://github.com/kubeflow/katib/pull/81) ([libbyandhelen](https://github.com/libbyandhelen))
 - workflows.libsonnet: Fix the image name [\#75](https://github.com/kubeflow/katib/pull/75) ([gaocegege](https://github.com/gaocegege))
 - Refine API [\#74](https://github.com/kubeflow/katib/pull/74) ([YujiOshima](https://github.com/YujiOshima))
-- worker: Rename worker\_interface to worker [\#70](https://github.com/kubeflow/katib/pull/70) ([gaocegege](https://github.com/gaocegege))
+- worker: Rename worker_interface to worker [\#70](https://github.com/kubeflow/katib/pull/70) ([gaocegege](https://github.com/gaocegege))
 
 ## [v0.1.1-alpha](https://github.com/kubeflow/katib/tree/v0.1.1-alpha) (2018-04-24)
+
 [Full Changelog](https://github.com/kubeflow/katib/compare/v0.1.0-alpha...v0.1.1-alpha)
 
 **Closed issues:**
@@ -68,6 +758,7 @@
 - Fix CI failures [\#27](https://github.com/kubeflow/katib/pull/27) ([gaocegege](https://github.com/gaocegege))
 
 ## [v0.1.0-alpha](https://github.com/kubeflow/katib/tree/v0.1.0-alpha) (2018-04-10)
+
 **Closed issues:**
 
 - \[suggestion\] Move the logic about random service to `random` package [\#18](https://github.com/kubeflow/katib/issues/18)
@@ -94,7 +785,3 @@
 - doc: Refactor [\#9](https://github.com/kubeflow/katib/pull/9) ([gaocegege](https://github.com/gaocegege))
 - add katib code [\#4](https://github.com/kubeflow/katib/pull/4) ([YujiOshima](https://github.com/YujiOshima))
 - add OWNERS file [\#3](https://github.com/kubeflow/katib/pull/3) ([YujiOshima](https://github.com/YujiOshima))
-
-
-
-\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*
\ No newline at end of file
diff --git a/docs/developer-guide.md b/docs/developer-guide.md
index 536f8dacfb9..49e2c5f0e8a 100644
--- a/docs/developer-guide.md
+++ b/docs/developer-guide.md
@@ -1,21 +1,3 @@
-# Table of Contents
-
-- [Table of Contents](#table-of-contents)
-- [Developer Guide](#developer-guide)
-  - [Requirements](#requirements)
-  - [Build from source code](#build-from-source-code)
-  - [Modify controller APIs](#modify-controller-apis)
-  - [Controller Flags](#controller-flags)
-  - [Workflow design](#workflow-design)
-  - [Katib admission webhooks](#katib-admission-webhooks)
-    - [Katib cert generator](#katib-cert-generator)
-  - [Implement a new algorithm and use it in Katib](#implement-a-new-algorithm-and-use-it-in-katib)
-  - [Algorithm settings documentation](#algorithm-settings-documentation)
-  - [Katib UI documentation](#katib-ui-documentation)
-  - [Design proposals](#design-proposals)
-
-Created by [gh-md-toc](https://github.com/ekalinin/github-markdown-toc)
-
 # Developer Guide
 
 This developer guide is for people who want to contribute to the Katib project.
@@ -30,8 +12,10 @@ see the following user guides:
 
 ## Requirements
 
-- [Go](https://golang.org/) (1.13 or later)
-- [Docker](https://docs.docker.com/) (17.05 or later.)
+- [Go](https://golang.org/) (1.15 or later)
+- [Docker](https://docs.docker.com/) (17.05 or later)
+- [Java](https://docs.oracle.com/javase/8/docs/technotes/guides/install/install_overview.html) (8 or later)
+- [Python](https://www.python.org/) (3.7 or later)
 - [kustomize](https://kustomize.io/) (3.2 or later)
 
 ## Build from source code
@@ -42,17 +26,17 @@ Check source code as follows:
 make build REGISTRY=<image-registry> TAG=<image-tag>
 ```
 
-To use your custom images for the Katib component, modify
+To use your custom images for the Katib components, modify
 [Kustomization file](https://github.com/kubeflow/katib/blob/master/manifests/v1beta1/installs/katib-standalone/kustomization.yaml)
-and [Katib config patch](https://github.com/kubeflow/katib/blob/master/manifests/v1beta1/installs/katib-standalone/katib-config-patch.yaml)
+and [Katib Config](https://github.com/kubeflow/katib/blob/master/manifests/v1beta1/components/controller/katib-config.yaml)
 
-You can deploy Katib v1beta1 manifests into a k8s cluster as follows:
+You can deploy Katib v1beta1 manifests into a Kubernetes cluster as follows:
 
 ```bash
 make deploy
 ```
 
-You can undeploy Katib v1beta1 manifests from a k8s cluster as follows:
+You can undeploy Katib v1beta1 manifests from a Kubernetes cluster as follows:
 
 ```bash
 make undeploy
diff --git a/docs/release/README.md b/docs/release/README.md
new file mode 100644
index 00000000000..a799aa901f4
--- /dev/null
+++ b/docs/release/README.md
@@ -0,0 +1,117 @@
+# Release the Katib Project
+
+This is the instruction on how to make a new release for the Katib project.
+
+## Prerequisite
+
+- Tools, defined in the [Developer Guide](./../developer-guide.md#requirements).
+
+- [Write](https://docs.github.com/en/organizations/managing-access-to-your-organizations-repositories/repository-permission-levels-for-an-organization#permission-levels-for-repositories-owned-by-an-organization)
+  permission for the Katib repository.
+
+- Maintainer access to the [Katib SDK](https://pypi.org/project/kubeflow-katib/).
+
+- Owner access to the [Katib Dockerhub](https://hub.docker.com/u/kubeflowkatib).
+
+- Create a [GitHub Token](https://docs.github.com/en/github/authenticating-to-github/keeping-your-account-and-data-secure/creating-a-personal-access-token).
+
+- Install `PyGithub` to generate the [Changelog](./../../CHANGELOG.md): `pip install PyGithub==1.55`
+
+- Install `twine` to publish the SDK package: `pip install twine==3.4.1`
+
+## Release Process
+
+### Versioning Policy
+
+Katib version format follows [Semantic Versioning](https://semver.org/).
+Katib versions are in the format of `vX.Y.Z`, where `X` is the major version, `Y` is
+the minor version, and `Z` is the patch version.
+The patch version contains only bug fixes.
+
+Additionally, Katib does pre-releases in this format: `vX.Y.Z-rc.N` where `N` is a number
+of the `Nth` release candidate (RC) before an upcoming public release named `vX.Y.Z`.
+
+### Release Branches and Tags
+
+Katib releases are tagged with tags like `vX.Y.Z`, for example `v0.11.0`.
+
+Release branches are in the format of `release-X.Y`, where `X.Y` stands for
+the minor release.
+
+`vX.Y.Z` releases are released from the `release-X.Y` branch. For example,
+`v0.11.1` release should be on `release-0.11` branch.
+
+If you want to push changes to the `release-X.Y` release branch, you have to
+cherry pick your changes from the `master` branch and submit a PR.
+
+### Versions for Katib Components
+
+Katib release ([git tag](https://git-scm.com/book/en/v2/Git-Basics-Tagging))
+includes releases for the following components:
+
+- Manifest images with tags equal to the release
+  (e.g [`v0.11.1`](https://github.com/kubeflow/katib/blob/v0.11.1/manifests/v1beta1/installs/katib-standalone/kustomization.yaml#L21-L33)).
+
+- Katib Python SDK where version is in this format: `X.Y.Z` or `X.Y.ZrcN`
+  (e.g [`0.11.1`](https://github.com/kubeflow/katib/blob/v0.11.1/sdk/python/v1beta1/setup.py#L22)).
+
+### Create a new Katib Release
+
+Follow these steps to cut a new Katib release:
+
+1. Clone Katib repository under `$GOPATH/src` directory:
+
+   ```
+   git clone git@github.com:kubeflow/katib.git $GOPATH/src/github.com/kubeflow/katib
+   ```
+
+1. Make sure that you can build all Katib images:
+
+   ```
+   make build REGISTRY=private-registry TAG=latest
+   ```
+
+1. Create the new release:
+
+   ```
+   make release BRANCH=release-X.Y TAG=vX.Y.Z
+   ```
+
+   The above script is doing the following:
+
+   - Create the new branch: `release-X.Y`, if it doesn't exist.
+
+   - Create the new tag: `vX.Y.Z` from the release branch: `release-X.Y`.
+
+   - Publish Katib images with the tag: `vX.Y.Z` and update manifests.
+
+   - Publish Katib Python SDK with the version: `X.Y.Z`.
+
+   - Push above changes to the Katib upstream `release-X.Y` branch with this commit:
+     `Katib official release vX.Y.Z`
+
+1. If the new branch was created, submit a PR to allow tests on the `release-X.Y` branch
+   (e.g. [`#965`](https://github.com/kubeflow/testing/pull/965)).
+
+1. Submit a PR to update the SDK version on the `master` branch to the latest release.
+   (e.g. [`#1640`](https://github.com/kubeflow/katib/pull/1640)).
+
+1. Update the Changelog by running:
+
+   ```
+   python docs/release/changelog.py --token=<github-token> --range=<previous-release>..<current-release>
+   ```
+
+   If you are creating the **first minor pre-release** or the **minor** release (`X.Y`), your
+   `previous-release` is equal to the latest release on the `release-X.Y-1` branch.
+   For example: `--range=v0.11.1..v0.12.0`
+
+   Otherwise, your `previous-release` is equal to the latest release on the `release-X.Y` branch.
+   For example: `--range=v0.12.0-rc.0..v0.12.0-rc.1`
+
+   Group PRs in the Changelog into Features, Bug fixes, Documentation, etc.
+   Check this example: [v0.11.0](https://github.com/kubeflow/katib/releases/tag/v0.11.0)
+
+   Finally, submit a PR with the updated Changelog.
+
+1. If it is not a pre-release, draft [a new GitHub Release](https://github.com/kubeflow/katib/releases/new).
diff --git a/docs/release/changelog.py b/docs/release/changelog.py
new file mode 100644
index 00000000000..ba29b40fddc
--- /dev/null
+++ b/docs/release/changelog.py
@@ -0,0 +1,70 @@
+from github import Github
+import argparse
+
+REPO_NAME = "kubeflow/katib"
+CHANGELOG_FILE = "CHANGELOG.md"
+
+parser = argparse.ArgumentParser()
+parser.add_argument("--token", type=str, help="GitHub Access Token")
+parser.add_argument("--range", type=str, help="Changelog is generated for this release range")
+args = parser.parse_args()
+
+if args.token is None:
+    raise Exception("GitHub Token must be set")
+try:
+    previous_release = args.range.split("..")[0]
+    current_release = args.range.split("..")[1]
+except Exception:
+    raise Exception("Release range must be set in this format: v0.11.0..v0.12.0")
+
+# Get list of commits from the range.
+github_repo = Github(args.token).get_repo(REPO_NAME)
+comparison = github_repo.compare(previous_release, current_release)
+commits = comparison.commits
+
+# The latest commit contains the release date.
+release_date = str(commits[-1].commit.author.date).split(" ")[0]
+release_url = "https://github.com/{}/tree/{}".format(REPO_NAME, current_release)
+
+# Get all PRs in reverse chronological order from the commits.
+pr_list = ""
+pr_set = set()
+for commit in reversed(commits):
+    # Only add commits with PRs.
+    for pr in commit.get_pulls():
+        # Each PR is added only one time to the list.
+        if pr.number in pr_set:
+            continue
+        pr_set.add(pr.number)
+
+        new_pr = "- {title} ([#{id}]({pr_link}) by [@{user_id}]({user_url}))\n".format(
+            title=pr.title,
+            id=pr.number,
+            pr_link=pr.html_url,
+            user_id=pr.user.login,
+            user_url=pr.user.html_url
+        )
+        pr_list += new_pr
+
+change_log = [
+    "# Changelog"
+    "\n\n",
+    "## [{}]({}) ({})".format(current_release, release_url, release_date),
+    "\n\n",
+    "## TODO: Group PRs into Features, Bug fixes, Documentation, etc. " +
+    "For example: [v0.11.0](https://github.com/kubeflow/katib/releases/tag/v0.11.0)",
+    "\n\n",
+    pr_list,
+    "\n"
+    "[Full Changelog]({})\n".format(comparison.html_url)]
+
+# Update Changelog with the new changes.
+with open(CHANGELOG_FILE, "r+") as f:
+    lines = f.readlines()
+    f.seek(0)
+    lines = lines[0:0] + change_log + lines[1:]
+    f.writelines(lines)
+
+print("Changelog has been updated\n")
+print("Group PRs in the Changelog into Features, Bug fixes, Documentation, etc.\n")
+print("After that, submit a PR with the updated Changelog")
diff --git a/scripts/v1beta1/release.sh b/scripts/v1beta1/release.sh
index 1fb362b96ca..1163bbb1b77 100755
--- a/scripts/v1beta1/release.sh
+++ b/scripts/v1beta1/release.sh
@@ -133,4 +133,5 @@ fi
 git push -u origin ${BRANCH}
 git push -u origin ${TAG}
 
-echo -e "\nKatib ${TAG} has been released"
+echo -e "\nKatib ${TAG} release has been published"
+echo "To finish the release process, follow these steps: https://github.com/kubeflow/katib/tree/master/docs/release#create-a-new-katib-release"