0.2.5
版本发布时间: 2022-05-20 03:38:45
tensorflow/decision-forests最新发布版本:v1.6.0(2023-09-28 22:21:12)
Features
- Adds the
contrib
module for contributed, non-core functionality. - Adds
contrib.scikit_learn_model_converter
, which facilitates converting Scikit-Learn tree-based models into TF-DF models. - Discard hessian splits with score lower than the parents. This change has little effect on the model quality, but it can reduce its size.
- Add internal flag
hessian_split_score_subtract_parent
to subtract the parent score in the computation of an hessian split score. - Add support for hyper-parameter optimizers (also called tuner).
- Add text pretty print of trees with
tree.pretty()
orstr(tree)
. - Add support for loading YDF models with file prefixes. Newly created models have a random prefix attached to them. This allows combining multiple models in Keras.
- Add support for discretized numerical features.