TheanoLM

Welcome to TheanoLM documentation. See About section for a short introduction to the project. Getting Started provides a tutorial on how to get started with training neural network language models and performing various operations with them. The development documentation is intended to help extending the toolkit.

About

• Introduction
• Publications
• License

Getting Started

• Installation
  • pip
  • Anaconda
  • Linux
  • Source Code
• Basic Usage
• Using GPUs
• Training a language model
  • Vocabulary
  • Network structure description
  • Optimization
  • Cost function
  • Command line
  • Model file
  • Recipes
• Applying a language model
  • Scoring a text corpus
  • Rescoring n-best lists
  • Decoding word lattices
  • Rescoring word lattices
  • Generating text
• Calling TheanoLM from Python
  • Scoring an utterance

Development

• Contributing
  • Source code packages
  • Neural network structure
• API Documentation
  • theanolm package
  • wordclasses package

Indices and Tables

• Index

• Module Index

• Search Page