.. MultiBench documentation master file, created by
   sphinx-quickstart on Tue Feb 22 01:07:04 2022.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

Welcome to MultiBench's Documentation!
======================================


Welcome to the documentation for MultiBench/MultiZoo, a comprehensive evaluation and set of implementations
of existing multimodal machine  learning algorithms. It contains 20 methods spanning different methodological 
innovations in (1) data preprocessing, (2) fusion paradigms, (3) optimization objectives, and (4) training procedures. 

======================================

.. toctree::
   :maxdepth: 2
   :caption: Getting Started

   start/installation
   start/datadownload
   start/generalguide


.. toctree::
   :maxdepth: 2
   :caption: Tutorials:

   Simple Early Fusion Case <https://colab.research.google.com/drive/1PfgotUdIWQvA0mIUbncLPSRzqAPXKZV9>
   Multimodal Fusion Architecture Search <https://colab.research.google.com/drive/1ywJ06rC5WRMEGrCtWE5g9DWdv3U9p8xa>
   MCTN <https://colab.research.google.com/drive/1M76QyqdaqkaKU786HnM4qxxnkxMAcex5>





.. toctree::
   :maxdepth: 2
   :caption: Contents:
   
   datasets/modules
   eval_scripts/modules
   fusions/modules
   objective_functions/modules
   robustness/modules
   training_structures/modules
   unimodals/modules
   utils/modules


Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`