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learnware/docs/references/api.rst

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  1. .. _api:

  2. ================================

  3. API Reference

  4. ================================

  5. 

  6. Here you can find high-level ``Learnware`` interfaces.

  7. 

  8. Market

  9. ====================

  10. 

  11. .. autoclass:: learnware.market.LearnwareMarket

  12.     :members:

  13. 

  14. .. autoclass:: learnware.market.BaseUserInfo

  15.     :members:

  16. 

  17. Organizer

  18. ------------------

  19. .. autoclass:: learnware.market.BaseOrganizer

  20.     :members:

  21. 

  22. .. autoclass:: learnware.market.EasyOrganizer

  23.     :members:

  24. 

  25. .. autoclass:: learnware.market.HeteroOrganizer

  26.     :members:

  27. 

  28. Searcher

  29. ------------------

  30. .. autoclass:: learnware.market.BaseSearcher

  31.     :members:

  32. 

  33. .. autoclass:: learnware.market.EasySearcher

  34.     :members:

  35. 

  36. .. autoclass:: learnware.market.EasyExactSemanticSearcher

  37.     :members:

  38. 

  39. .. autoclass:: learnware.market.EasyFuzzSemanticSearcher

  40.     :members:

  41. 

  42. .. autoclass:: learnware.market.EasyStatSearcher

  43.     :members:

  44. 

  45. .. autoclass:: learnware.market.HeteroSearcher

  46.     :members:

  47. 

  48. Checker

  49. ------------------

  50. 

  51. .. autoclass:: learnware.market.BaseChecker

  52.     :members:

  53. 

  54. .. autoclass:: learnware.market.EasyChecker

  55.     :members:

  56. 

  57. .. autoclass:: learnware.market.EasySemanticChecker

  58.     :members:

  59. 

  60. .. autoclass:: learnware.market.EasyStatChecker

  61.     :members:

  62. 

  63. Learnware

  64. ====================

  65. 

  66. .. autoclass:: learnware.learnware.Learnware

  67.     :members:

  68. 

  69. Reuser

  70. ====================

  71. 

  72. .. autoclass:: learnware.reuse.BaseReuser

  73.     :members:

  74. 

  75. Data Independent Reuser

  76. -------------------------

  77. 

  78. .. autoclass:: learnware.reuse.JobSelectorReuser

  79.     :members:

  80. 

  81. .. autoclass:: learnware.reuse.AveragingReuser

  82.     :members:

  83. 

  84. Data Dependent Reuser

  85. -------------------------

  86. 

  87. .. autoclass:: learnware.reuse.EnsemblePruningReuser

  88.     :members:

  89. 

  90. .. autoclass:: learnware.reuse.FeatureAugmentReuser

  91.     :members:

  92. 

  93. 

  94. Aligned Learnware

  95. --------------------

  96.     

  97. .. autoclass:: learnware.reuse.AlignLearnware

  98.     :members:

  99. 

  100. .. autoclass:: learnware.reuse.FeatureAlignLearnware

  101.     :members:

  102. 

  103. .. autoclass:: learnware.reuse.HeteroMapAlignLearnware

  104.     :members:

  105. 

  106. Specification

  107. ====================

  108. 

  109. .. autoclass:: learnware.specification.Specification

  110.     :members:

  111. 

  112. .. autoclass:: learnware.specification.BaseStatSpecification

  113.     :members:

  114. 

  115. Regular Specification

  116. --------------------------

  117. 

  118. .. autoclass:: learnware.specification.RegularStatSpecification

  119.     :members:

  120. 

  121. .. autoclass:: learnware.specification.RKMETableSpecification

  122.     :members:

  123. 

  124. .. autoclass:: learnware.specification.RKMEImageSpecification

  125.     :members:

  126. 

  127. .. autoclass:: learnware.specification.RKMETextSpecification

  128.     :members:

  129. 

  130. System Specification

  131. --------------------------

  132. 

  133. .. autoclass:: learnware.specification.HeteroMapTableSpecification

  134.     :members:

  135. 

  136. Model

  137. ====================

  138. 

  139. 

  140. Base Model

  141. --------------

  142. .. autoclass:: learnware.model.BaseModel

  143.     :members:

  144. 

  145. Container

  146. -------------

  147. 

  148. .. autoclass:: learnware.client.ModelContainer

  149.     :members:

  150. 

  151. .. autoclass:: learnware.client.ModelCondaContainer

  152.     :members:

  153. 

  154. .. autoclass:: learnware.client.ModelDockerContainer

  155.     :members:

  156. 

  157. .. autoclass:: learnware.client.LearnwaresContainer

  158.     :members: