Rare find

ALiPy. A toolbox for testing and comparing different ways to teach AI models with less labeled data.

parnec.nuaa.edu.cn/huangsj/alipy
by @NUAA-AL

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Updates

July 2025
  • update
  • update
September 2022
  • Merge pull request #37 from BepfCp/master
  • fix bug in evaluation
July 2021
  • Release —ALiPy v1.2.5
  • update version to 1.2.5
June 2021
  • Raise a warning when loading an existed Toolbox object.
  • 1. fix and close #33 that the labels of the dataset will sometimes be…
May 2021
  • fix a bug in batch-mode Coreset strategy (#32)
  • Update setup.py
  • Release —ALiPy v1.2.4
March 2021
  • fix the issue that `time.clock()` method no longer exists in higher v…
January 2021
  • 1. Load existed ToolBox object if there is one in the saving_path.
  • Add examples of coreset and density weighted methods.
  • fix the acquisition method of strategy name in examples/AL_settings/q…
  • Release —ALiPy v1.2.3
  • update comments of the coreset greedy and density weighted methods.
  • fix bugs in SPAL and BMDR methods
  • use @ for matrix multiplying to adapt the new version of cvxpy
December 2020
  • 1. add coreset greedy query strategy to query_labels.py
  • add a small number in np.log() to aviod nan
November 2020
  • add a small number 1e-9 when calc log in uncertainty and QBC methods,…
October 2020
  • Update README.md
June 2019
  • Release —ALiPy v1.2.2
  • Release —ALiPy v1.2.1
May 2019
  • Release —ALiPy v1.2.0
April 2019
  • Release —ALiPy v1.1.0: This is a bug-fix release with changes of LabelRankingModel API.
March 2019
  • Release —v1.0.3.1
February 2019
  • Release —v1.0.2