v0.6.1

This release adds support for creating remote connection models in BigQuery, introduces a forecast macro, and model audit support for ARIMA_PLUS, ARIMA_PLUS XREG, RF, DNNLC, PCA and Autoencoder (#48, #49, #55)

What's Changed

• Add support for remote connection models (#58)
• Model audit now supporting ARIMA_PLUS (#48), RF, DNNLC, ARIMA PLUS XREG, PCA and Autoencoder (#49, #55)
• Macro for ml.forecast with default parameters set to 30 units ahead with 0.8 with 80% (#53)

Full Changelog: v0.6.0...v0.6.1

v0.6.0

This release adds support for dbt versions from 1.2.0 onwards as well as various bug fixes.

What's Changed

• Fix incompatibility with dbt utils v1.0.0 by @davidsr2r in #43
• Add dimension to feature info; remove labels from CREATE statement. by @rbjerrum in #45

Full Changelog: v0.5.2...v0.6.0

v0.5.2

New features

• Support Tensorflow models (#31)
• New inference methods: dbt_ml.recommend and dbt_ml.detect_anomalies (#35, #36)

This release contains no breaking changes.

v0.5.1

New features

• Add support for hyperparameter tuning of BQML models (#25).

Documentation

• Update README with information on reservations (#24).

This release contains no breaking changes.

v0.5.0

Breaking Changes

• Requires dbt >= 0.20.0.

Changes

• Updates calls to adapter.dispatch to support dbt >= 0.20.0 (see changes to dispatch in dbt v0.20.0 #78).
• Use dbt-labs instead of fishtown-analyics when fetching other packages (dbt_utils).

v0.4.0

This release contains breaking changes and requires dbt>=v0.18.0.

• Use adapter.dispatch instead of adapter_macro (#9).

v0.3.2

This is a bugfix release.

• Set learning rate to null for kmeans in audit hook. (#5).

v0.3.1

This is a bugfix release.

• Add helpful examples to readme, fix eval loss on kmeans audit (#4, @tonytusharjr).

v0.3.0

This release adds support for AutoML, DNN and Boosted Tree models.

Breaking changes:

• dbt_ml now requires dbt version 0.17 or higher.

v0.2.0

• Added support for dbt v0.17.0.
• Added dbt_utils to packages.yml (dbt_utils was also a dependency in prior versions).

Thank you @jtcohen6!