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learnware/docs/index.rst

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  1. .. learnware documentation master file, created by

  2.    sphinx-quickstart on Tue Mar 28 22:06:47 2023.

  3.    You can adapt this file completely to your liking, but it should at least

  4.    contain the root `toctree` directive.

  5. 

  6. ============================================================

  7. ``Learnware`` Documentation

  8. ============================================================

  9. 

  10. The ``learnware`` package provides a fundamental implementation of the central concepts and procedures for the learnware paradigm.

  11. 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.

  12. The learnware paradigm is a new paradigm aimed at enabling users to reuse existed well-trained models to solve their AI tasks instead of starting from scratch.

  13. 

  14. .. _user_guide:

  15. 

  16. Document Structure

  17. ====================

  18. 

  19. .. toctree::

  20.    :hidden:

  21. 

  22.    Home <self>

  23. 

  24. .. toctree::

  25.    :maxdepth: 3

  26.    :caption: GETTING STARTED:

  27. 

  28.    Introduction <start/intro.rst>

  29.    Quick Start <start/quick.rst>

  30.    Installation <start/install.rst>

  31.    Experiments and Examples <start/exp.rst>

  32. 

  33. .. toctree::

  34.    :maxdepth: 3

  35.    :caption: WORKFLOWS:

  36. 

  37.    Learnware Preparation and Uploading <workflows/upload.rst>

  38.    Learnware Search <workflows/search.rst>

  39.    Learnware Reuse <workflows/reuse.rst>

  40.    Learnware Client <workflows/client.rst>

  41. 

  42. .. toctree::

  43.    :maxdepth: 3

  44.    :caption: COMPONENTS:

  45. 

  46.    Market <components/market.rst>

  47.    Learnware & Reuser <components/learnware.rst>

  48.    Specification <components/spec.rst>

  49.    Model & Container <components/model.rst>

  50. 

  51. .. toctree::

  52.    :maxdepth: 3

  53.    :caption: ADVANCED TOPICS:

  54. 

  55.    Anchor Learnware <advanced/anchor.rst>

  56.    Evolvable Specification <advanced/evolve.rst>

  57. 

  58. .. toctree::

  59.    :maxdepth: 3

  60.    :caption: REFERENCES:

  61. 

  62.    API <references/api.rst>

  63.    Beimingwu System <references/beimingwu.rst>

  64.    FAQ <references/FAQ.rst>

  65. 

  66. .. toctree::

  67.    :maxdepth: 3

  68.    :caption: ABOUTS:

  69. 

  70.    For Developer <about/dev.rst>

  71.    Changelog <about/changelog.rst>

  72.    About us <about/about.rst>