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Roadmap for Upcoming Features and Support · microsoft/hummingbird Wiki · GitHub
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Roadmap for Upcoming Features and Support
Karla Saur edited this page Aug 22, 2022
·
42 revisions
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!
Below is a list of operations that we plan to support.
Existing support listed: here.
-
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)
- TfidfTransformer - (Issue #164)
- lightgbm.Booster - (Issue #539)
- NGBRegressor - (Issue #546)
- Lasso, Ridge and ElasticNet - (Issue #624)
- Integrate XGBoost support with ONNX-ML [Issue #320] (similar to the LightGBM integration)
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