transform

old TransE-like models
git clone https://esimon.eu/repos/transform.git
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train.py (1073B)

      1 #!/usr/bin/env python2
      2 
      3 from __future__ import print_function
      4 import sys
      5 
      6 from dataset import *
      7 from model import *
      8 from meta_model import *
      9 from config import *
     10 
     11 if __name__ == '__main__':
     12     if len(sys.argv)<3:
     13         print('Usage: {0} data config [models]'.format(sys.argv[0]), file=sys.stderr)
     14         sys.exit(1)
     15     data = sys.argv[1]
     16     config_path = sys.argv[2]
     17 
     18     if len(sys.argv)<4: model_pathes = None
     19     elif len(sys.argv)>4: model_pathes = sys.argv[3:]
     20     else: model_pathes = sys.argv[3]
     21 
     22     config = load_config(config_path)
     23     if config.get('meta', False) and len(sys.argv)<4:
     24         model_pathes = [ None ] * config['size']
     25     if not config.get('meta', False) and isinstance(model_pathes, list):
     26         print('Error: multiple model specified while running in single mode', file=sys.stderr)
     27         sys.exit(1)
     28 
     29     ModelType = Meta_model if config.get('meta', False) else Model
     30     data = Dataset(data, config)
     31     model = ModelType(data, config, model_pathes)
     32 
     33     model.build_train()
     34     model.build_test()
     35     model.train()
     36     model.test()