diff --git a/release-next.md b/release-next.md index db598083..f69874e8 100644 --- a/release-next.md +++ b/release-next.md @@ -2,13 +2,45 @@ ## **New Features** +- **Save/Restore model when pickling Pipeline** + + [PR#189](https://github.com/microsoft/NimbusML/pull/189) Save and restore + the underlying model file when pickling a nimbusml Pipeline. + - **Feature Contributions** [PR#196](https://github.com/microsoft/NimbusML/pull/196) added support for observation level feature contributions. Exposes an API that provides scores for how much each feature influenced a particular prediction, thereby allowing users to inspect which features were most important in making the prediction. +- **Add `classes_` to Pipeline** + + [PR#200](https://github.com/microsoft/NimbusML/pull/200) Add a `classes_` + attribute to a Pipeline and/or predictor instance when calling + `Pipeline.predict_proba()`. + +- **Automatically Convert Input Of Handler, Filter and Indicator** + + [PR#204](https://github.com/microsoft/NimbusML/pull/204) Update Handler, + Filter, and Indicator to automatically convert the input columns to float + before performing the transform. + +- **Combine Models** + + [PR#208](https://github.com/microsoft/NimbusML/pull/208) Add support for + combining models from transforms, predictors and pipelines in to one model. + ## **Bug Fixes** -None. +- **Remove Stored References To `X` and `y`** + + [PR#195](https://github.com/microsoft/NimbusML/pull/195) Remove the stored + references to X and y in BasePredictor. + +- **Fixed Explicit `evaltype`** + + The [issue](https://github.com/microsoft/NimbusML/issues/193) where passing + in an explicit `evaltype` to `_predict` in a NimbusML pipeline causes errors + has been fixed with this + [commit](https://github.com/microsoft/NimbusML/commit/1f97c9ef55f5e257f989db5f375cca5c55880258). ## **Breaking Changes**