# nlp-models


## Requirement

LearningMines requires the following dependencies:
* python 2.7
* tensorflow 1.0
* grpc 1.3

Install grpc and grpc.tools
```bash
sudo python -m pip install grpcio
sudo python -m pip install grpcio-tools
```

## Char-Based Translate Model:

```bash
# Build Char-vocabulary:
# Corpus_file is serveral lines of src dest sentence, separated by tab
python translate_utils.py --corpus_file [corpus_file] --vocabulary_file [vocabulary_file] --column [column]

# Training Model:
python translate_trainner.py --filename [corpus_file] --src_vocabulary [src_vocabulary] --dest_vocabulary [dest_vocabulary] --type simple --model_path [model_path_to_save] --batch_size [batch_size]

# Start Model Server
python translate_server.py --type simple --model_path [model_path] --src_vocabulary [src_vocabulary] --dest_vocabulary [dest_vocabulary] --port [service_port]

# Test Model
python translate_tester.py  --test_file [test_file]
```