Installation

To install:

• Clone repo
• Run the following (preferably in a virualenv): python -m pip install -e path/to/repo/

Install requirements.txt

Download desired sent2vec weights here

Collect raw data with python build_table.py </path/to/datasets/dir>

• Builds a csv of column metadata and column types

Embed raw data with python3 embed.py </path/to/sent2vec_weights.bin>

Run models with python3 evaluate_models.py [<number of cores to use>]

• Set use_small_data manually in the code to switch between small and large data
• Predictions saved to results[_small]/predictions_<model_name>.csv

Score predictions with python3 score_results.py results[_small]/<filename>.csv