learnware/docs/index.rst

.. learnware documentation master file, created by
   sphinx-quickstart on Tue Mar 28 22:06:47 2023.
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``Learnware Market`` Documentation
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``Learnware`` is a model sharing platform, which give a basic implementation of the learnware paradigm. A learnware is a well-performed trained machine learning model with a specification that enables it to be adequately identified to reuse according to the requirement of future users who may know nothing about the learnware in advance. The learnware paradigm can solve entangled problems in the current machine learning paradigm, like continual learning and catastrophic forgetting. It also reduces resources for training a well-performed model. 

.. _user_guide:

Document Structure
====================

.. toctree::
   :hidden:

   Home <self>

.. toctree::
   :maxdepth: 3
   :caption: GETTING STARTED:

   Introduction <start/intro.rst>
   Quick Start <start/quick.rst>
   Installation <start/install.rst>
   Experiments and Examples <start/performance.rst>

.. toctree::
   :maxdepth: 3
   :caption: WORKFLOWS:

   Learnware Preparation and Submission <workflow/submit.rst>
   Helpful Learnwares Identification <workflow/identify.rst>
   Learnwares Reuse <workflow/reuse.rst>

.. toctree::
   :maxdepth: 3
   :caption: CONCEPTS:

   Market <components/market.rst>
   Learnware <components/learnware.rst>
   Specification <components/spec.rst>

.. toctree::
   :maxdepth: 3
   :caption: ADVANCED TOPICS:

   Anchor Learnware <advanced/Anchor Learnware.rst>
   Specification Evolvement <advanced/Specification evolvement.rst>
   Heterogeneous Learnware <advanced/Heterogeneous Learnware.rst>

.. toctree::
   :maxdepth: 3
   :caption: VISUAL INTERATIONS:

   Visual Interations <visual_interations/visual_interations.rst>

.. toctree::
   :maxdepth: 3
   :caption: REFERENCES:

   API <references/api.rst>

.. toctree::
   :maxdepth: 3
   :caption: ABOUTS:

   For Developer <about/standard.rst>
   Contributors <about/about.rst>
   Changelog <about/changelog.rst>
   About us <http://www.lamda.nju.edu.cn/>