eXtensible Neural Machine Translation

This is a repository for the extensible neural machine translation toolkit xnmt. It is coded in Python based on DyNet.

• Getting Started
  • Prerequisites
  • Command line tools
  • Running the examples
  • Running recipes
  • Running unit tests
  • Cython modules
• Experiment configuration file format
  • Intro
  • Config files vs. saved model files
  • Examples
• Translator Structure
• Preprocessing
  • Tokenization
• API Doc
  • Experiment
  • Model
  • Loss
  • Training
  • Parameters
  • Inference
  • Evaluation
  • Data
  • Persistence
  • Reportable
  • Settings
• Programming Conventions
  • Philosphy
  • Style
  • Documentation
  • Testing
  • Logging
  • Contributing
• Writing XNMT classes
  • Marking classes as serializable
  • Specifying init arguments
  • Using DyNet parameters
  • Using Serializable subcomponents
• Save File Format
  • Overview
  • .data sub-directory
  • Command-line utilities
• Visualization
  • Visualization of training progress
  • Visualization of translation outputs

Indices and tables

• Index
• Module Index
• Search Page