Welcome to Emmental

Emmental is a framework for building multi-modal multi-task deep learning systems.

Note that Emmental is still actively under development, so feedback and contributions are welcome. Submit bugs in the Issues section or feel free to submit your contributions as a pull request.

User Documentation

• Getting Started
  • Installing the Emmental Package
  • The Emmental Framework
• Dataset and Dataloader
  • Dataset and Dataloader Classes
  • Configuration Settings
• Task
  • Task Class
  • Task Utilities
  • Metrics
• Model
  • Emmental Model
  • Configuration Settings
• Learning
  • Core Learning Objects
  • Schedulers
  • Configuration Settings
• Logging
  • Logging Classes
  • Configuration Settings
• Configuring Emmental
• Frequently Asked Questions (FAQs)

Developer Documentation

• Changelog
  • Unreleased
  • 0.1.0 - 2021-11-24
  • 0.0.9 - 2021-10-05
  • 0.0.8 - 2021-02-14
  • 0.0.7 - 2020-06-03
  • 0.0.6 - 2020-04-07
  • 0.0.5 - 2020-03-01
  • 0.0.4 - 2019-11-11
• Installation
• Testing
• Code Style

Indices and tables

• Index

• Module Index

• Search Page