Changelog

0.9.0 (2021-05-17)

Features

  • Add AutoML vision, Custom training job, and generic prediction samples (#300) (cc1a708)

  • Add VPC Peering support to CustomTrainingJob classes (#378) (56273f7)

  • AutoML Forecasting, Metadata Experiment Tracking, Tensorboard uploader (e94c9db)

Bug Fixes

0.8.0 (2021-05-11)

Features

  • Add export model (#353) (12c5be4)

  • add mbsdk video dataset samples (#307) (24d6920)

  • Add service account support to Custom Training and Model deployment (#342) (b4b1b12)

  • add services to aiplatform_v1beta1 (#367) (beb4032)

  • Added create_training_pipeline_custom_job_sample and create_training_pipeline_custom_training_managed_dataset_sample and fixed create_training_pipeline_image_classification_sample (#343) (1c6b998)

  • Added create_training_pipeline_custom_package_job_sample and create_training_pipeline_custom_container_job_sample and reworked create_training_pipeline_custom_job_sample (#351) (7abf8ef)

  • Added default AutoMLTabularTrainingJob column transformations (#357) (4fce8c4)

  • Added deploy_model_with_dedicated_resources_sample, deploy_model_with_automatic_resources_sample, upload_model and get_model samples (#337) (ef4f6f8)

  • Added explain tabular samples (#348) (c95d1ce)

  • aiplatform: Add support for setting User agent header (#364) (d50d26d)

  • expose env var in cust training class run func args (#366) (7ae28b8)

  • MBSDK Tabular samples (#338) (4241738)

  • update featurestore (#377) (bc17163)

Bug Fixes

  • Add all supported uCAIP GA regions (#350) (5e14c59)

  • aiplatform: Fix doc formatting (#359) (857f63d)

  • Bump google-cloud-storage min version to 1.32.0 (#371) (6fda925)

  • default model_display_name to _CustomTrainingJob.display_name when model_serving_container_image_uri is provided (#324) (a5fa7a2)

  • env formatiing (#379) (6bc4c61)

  • remove Optional type hint on deploy (#345) (79b0ab1)

0.7.1 (2021-04-14)

Bug Fixes

  • fix list failing without order_by and local sorting (#320) (06e99db)

0.7.0 (2021-04-14)

Features

  • Add Custom Container Prediction support, move to single API endpoint (#277) (ca7f6d6)

  • Add initial Model Builder SDK samples (#265) (1230dc6)

  • Add list() method to all resource nouns (#294) (3ec9386)

  • add support for multiple client versions, change aiplatform from compat.V1BETA1 to compat.V1 (#290) (89e3212)

  • Make aiplatform.Dataset private (#296) (1f0d5f3)

  • parse project location when passed full resource name to get apis (#297) (674227d)

Bug Fixes

  • add quotes to logged snippet (0ecd0a8)

  • make logging more informative during training (#310) (9a4d991)

  • remove TPU from accelerator test cases (57f4fcf)

0.6.0 (2021-03-22)

Features

Bug Fixes

  • skip create data labeling job sample tests (#254) (116a29b)

0.5.1 (2021-03-01)

Bug Fixes

  • fix create data labeling job samples tests (#244) (3c440de)

  • fix predict sample tests for proto-plus==1.14.2 (#250) (b1c9d88)

  • fix update export model sample, and add sample test (#239) (20b8859)

Documentation

0.5.0 (2021-02-17)

Features

Bug Fixes

0.4.0 (2021-01-08)

Features

  • add create_batch_prediction_job samples (#67) (96a850f)

  • add create_hyperparameter_tuning_job_python_package sample (#76) (5155dee)

  • add create_training_pipeline_custom_training_managed_dataset sample (#75) (b012283)

  • add custom_job samples (#69) (fb165b3)

  • add data_labeling samples (#78) (7daacd5)

  • add get_custom_job and get_hyperparameter_tuning_job samples (#68) (26da7a7)

  • add schema namespace (#140) (1cbd4a5)

  • add video action recognition samples (#77) (4c60ad6)

  • Added tabular forecasting sample (#156) (a23857b)

  • Added tabular forecasting samples (#128) (69fc7fd)

  • adds function/method enhancements, demo samples (#122) (1a302d2)

  • adds text batch prediction samples (#82) (ad09c29)

  • initial generation of enhanced types (#102) (5ddbf16)

  • update create_training_pipeline samples (#142) (624a08d)

  • xai samples (#83) (5cf3859)

Bug Fixes

Documentation

0.3.1 (2020-11-13)

Features

0.3.0 (2020-11-05)

Features

Bug Fixes