ucsinfer

Universal Category System inference.

Running

python -m ucsinfer [command]

Pass --help to see a summary of subcommands and options.

The subcommands available at this time are gather and evaluate.

Functions

• recommend

  Infer a UCS category for a text description.

• gather

  Scan files to capture existing text descriptions and UCS categories and save as a dataset.

• finetune

  Fine-tune an existing sentence embedding model with training data.

• evaluate

  Use datasets to evauluate the performance of fine-tuning.