# ucsinfer

Universal Category System inference.

## Running 

```sh 
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.