Roadmap for Upcoming Features and Support

Planned Support

If you have an operator / input format / backend that you want us to add or you are interested in working on, please open an issue and we will consider it for the roadmap!

• Additional Operators
• Additional Backend Support

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Additional Operators

Below is a list of operations that we plan to support.

Existing support listed: here.

Underway:

• Feature Pre-processing: One-to-One

  • ColumnTransformer (currently this works for pipelines and single inputs only)
  • KBinsDiscretizer

• Feature Pre-processing: Other

  • FeatureHasher

• Text Featurizers

  • CountVectorizer (Issue #203)

Other features requested:

• TfidfTransformer - (Issue #164)
• lightgbm.Booster - (Issue #539)
• NGBRegressor - (Issue #546)
• Lasso, Ridge and ElasticNet - (Issue #624)

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Additional Support

• Integrate XGBoost support with ONNX-ML [Issue #320] (similar to the LightGBM integration)