Usage Examples

Examples can be found under the notebooks folder. Make sure you also install the notebook requirements as they depend on other packages that are not needed for the library itself.

• Usage Example shows the aforementioned embedding examples, including loading from the schema.

• Pipeline Example shows the interoperability with Scikit-learn’s Pipeline class.

• Fine Tuning Example shows the ability to fine-tune embeddings, and how they can improve the prediction performance.

• Model Selection Example shows how to set up hyper-parameter search using RandomizedSearchCV.

• Persistence Example shows how to persist a TextWiser model.