woaksths / set2regex

Generating regular expressions from both natural language and examples

set2regex

Generating regular expressions from both natural language and examples

• Copyright [IBM]
• This product includes software (seq2seq base model) developed at https://github.com/IBM/pytorch-seq2seq
• This product use fado module from https://github.com/0xnurl/fado-python3

Dataset download

set2regex dataset

Install

$python3 -m venv venv
$source venv/bin/activate
$pip install -r requirements.txt
$python setup.py install
$python fado-python3/setup.py install

Usage

# Before running this command, check the training option via $python examples/sample.py --help
$python examples/sample.py --train_path $TRAIN_PATH --dev_path $DEV_PATH --expt_dir $EXPT_DIR
$python examples/evaluation.py --train_path $TRAIN_PATH --test_path $TEST_PATH --checkpoint $CHECKPOINT