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Releases: dpuenteramirez/Semisupervised-learning-and-instance-selection-methods

Final and stable version

06 Jun 17:27
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Stable version with all algorithms and documentation

Stable release

19 May 13:35
9a1dda9
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Stable version of all implemented algorithms, with experimentation completed

Beta Release

17 Apr 18:33
28a655f
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What's Changed

  • Issue 31 unify acc & mse graphs of tests with labels based on given percentages by @dpr1005 in #32
  • Issue 30 icf results are 20% down of what is should be. by @dpr1005 in #33
  • Fix documentation #34 #39 by @dpr1005 in #47
  • Added support for classes non numerical #48 by @dpr1005 in #49
  • Issue 36 co training implementation by @dpr1005 in #50
  • Tri-Training implementation and report by @dpr1005 in #51
  • Implemented Democratic Co-Learning #38 by @dpr1005 in #53
  • Issue 41 drop3 instance selection algorithms by @dpr1005 in #54
  • Added dynamic removal for instances #57 by @dpr1005 in #64
  • Fixed DROP3 #58 by @dpr1005 in #65
  • Fixed class views #55 and refactored code to class usage #60 by @dpr1005 in #66
  • Refactored code to class usage #61 added support for 4 classifiers #56 by @dpr1005 in #67
  • Issue 62 democratic co learning to class by @dpr1005 in #68
  • Issue 72 refactor documentation algorithmns report by @dpr1005 in #73
  • Hypothesis testing and visualization by @dpr1005 in #82
  • Added support for M-ENN #83 #87 by @dpr1005 in #88
  • Hypothesis formulation and validation by @dpr1005 in #89
  • Refactored legend names for clarification #84 by @dpr1005 in #90
  • Rewritten the related works section based on Alvar's comments #81 by @dpr1005 in #91
  • Written UBUMLaaS - Report #86 by @dpr1005 in #94
  • Project structure as library by @dpr1005 in #101
  • PIP config files #100 by @dpr1005 in #103
  • Ranking stats of the experiments #97 by @dpr1005 in #104
  • Add .circleci/config.yml by @dpr1005 in #105
  • Add CodeQL to development by @dpr1005 in #112
  • Fix for hypothesis with SVC by @dpr1005 in #113
  • Hypothesis testing should work correctly by @dpr1005 in #114
  • Modded files to allow global stats #107 by @dpr1005 in #115
  • SemiSupervised testing done by @dpr1005 in #116
  • Added SemiSupervisedSelfTraining based on density peaks #120 by @dpr1005 in #121
  • Added STDPNF #119 by @dpr1005 in #124
  • Documentation updated #122 by @dpr1005 in #125
  • Updated library files to (almost sure) its final format and the code quality its on point by @dpr1005 in #134
  • Updated Report and some minor changes to algorithms by @dpr1005 in #150
  • Finished Requeriments Annex and improved IS_SSL doc references by @dpr1005 in #155
  • Added some more documentation and tests for instance selection by @dpr1005 in #177
  • Tests for IS-SSL added by @dpr1005 in #178

New Contributors

  • @dpr1005 made their first contribution in #32

Full Changelog: https://github.com/dpr1005/Semisupervised-learning-and-instance-selection-methods/commits/v2.1