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CHANGELOG.md

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Pythie serving

3.2.0

Change

  • Add a default value from metadata for table models

3.1.0

Change

  • Add GRPC server timeout (in seconds) in var env GRPC_SERVER_TIMEOUT. Default to None.

3.0.0

Change

  • Upgrade sklearn version to 1.2.0

Breaking changes

  • Minimal python version required is now 3.10

2.6.0

Change

  • add new servicer for lgbm model outputting count per leaf instead of its target. The final value is an average of all counts from each tree

2.3.1

Change

  • Sklearn wrapper: unpickle models using cloudpickle library to support models pickled with their module
  • Upgrade sklearn version to 1.1.0
  • Add black + isort to CI and pre-commit configuration.

2.3.0

Change

  • Add support of CSV table, served as models
  • Refactor parsing + checks of PredictRequest content

2.2.0

Change

  • Allow client to request model with string features
  • Add support of scikit-learn models

2.1.0

Change

  • Allow setting treelite's Predictor nthread attribute by setting TREELITE_NTHREAD environment variable. Defaults to 1.

2.0.0

Change

  • Add support of treelite compiled models

Breaking changes

  • Minimal python version required is now 3.8
  • base_path field of models.config file should now point to the directory containing the model file and not the file itself