PJ-Finlay/OpenNMT-Tutorial

Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.

OpenNMT-py Tutorial

Neural Machine Translation (NMT) tutorial with OpenNMT-py. Data preprocessing, model training, evaluation, and deployment.

Fundamentals

• Data Processing (notebook, repository)
• NMT Model Training with OpenNMT-py (notebook)
• Translation/Inference with CTranslate2 (code)
• MT Evaluation with BLEU (tutorial, repository)
• Simple Web UI (tutorial, repository)

Advanced Topics

• Running TensorBoard with OpenNMT (tutorial)
• Low-Resource Neural Machine Translation (tutorial)
• Domain Adaptation with Mixed Fine-tuning (tutorial)
• Overview of Domain Adaptation Techniques (tutorial)
• Multilingual Machine Translation (tutorial)