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Recent Releases of Learning from Crowds with Crowd-Kit

Learning from Crowds with Crowd-Kit - v1.4.1

  • Unfreeze the attrs version

Scientific Software - Peer-reviewed - Python
Published by dustalov over 1 year ago

Learning from Crowds with Crowd-Kit - v1.4.0

  • Add the initial_error option to Dawid-Skene
  • Freeze the attrs version to <= 23.2.0
  • Switch to uv
  • Minor documentation and typing fixes

Scientific Software - Peer-reviewed - Python
Published by dustalov over 1 year ago

Learning from Crowds with Crowd-Kit - v1.3.0.post0

Scientific Software - Peer-reviewed - Python
Published by dustalov over 1 year ago

Learning from Crowds with Crowd-Kit - v1.3.0

  • Added NetEaseCrowd dataset
  • Fixed bugs in RASA #71, relevance #74, MV #81, GLAD #83
  • Switched to MkDocs
  • Major typing improvements
  • Added more example notebooks
  • Set up PyPI Trusted Publishing

Scientific Software - Peer-reviewed - Python
Published by dustalov over 1 year ago

Learning from Crowds with Crowd-Kit - v1.3.0.rc2

  • Try setting up Trusted Publishing

Scientific Software - Peer-reviewed - Python
Published by dustalov over 1 year ago

Learning from Crowds with Crowd-Kit - v1.3.0.rc1

  • Added NetEaseCrowd dataset
  • Fixed bugs in RASA #71, relevance #74, MV #81, GLAD #83
  • Switched to MkDocs
  • Major typing improvements
  • Added more example notebooks

Scientific Software - Peer-reviewed - Python
Published by dustalov almost 2 years ago

Learning from Crowds with Crowd-Kit - v1.2.1

  • Bug fixes in RASA, HRRASA, and documentation

Scientific Software - Peer-reviewed - Python
Published by dustalov almost 3 years ago

Learning from Crowds with Crowd-Kit - v1.2.0

  • Crowd-Kit Learning subpackage introducing implementations of deep learning from crowds methods: CoNAL and CrowdLayer
  • Added Multi-Binary aggregation

Scientific Software - Peer-reviewed - Python
Published by pilot7747 about 3 years ago

Learning from Crowds with Crowd-Kit - v1.2.0.rc1

Scientific Software - Peer-reviewed - Python
Published by pilot7747 about 3 years ago

Learning from Crowds with Crowd-Kit - v1.1.0

  • New aggregation methods: One-Coin Dawid Skene, MACE, and KOS
  • Fixed bugs in Dawid-Skene implementation
  • Improved maintainability by removing stub files
  • Switched to setup.cfg from setup.py

Scientific Software - Peer-reviewed - Python
Published by dustalov over 3 years ago

Learning from Crowds with Crowd-Kit - v1.1.0.rc3

Scientific Software - Peer-reviewed - Python
Published by dustalov over 3 years ago

Learning from Crowds with Crowd-Kit - v1.1.0.rc3

Scientific Software - Peer-reviewed - Python
Published by dustalov over 3 years ago

Learning from Crowds with Crowd-Kit - v1.1.0.rc2

Scientific Software - Peer-reviewed - Python
Published by dustalov over 3 years ago

Learning from Crowds with Crowd-Kit - v1.1.0.rc1

Scientific Software - Peer-reviewed - Python
Published by dustalov over 3 years ago

Learning from Crowds with Crowd-Kit - v1.0.0

Not a backward-compatible change: * Replaced all mentions of "performer" with "worker". This change is not backward compatible because parameters names and DataFrame/Series columns are also affected.

Improvements: * GoldMajorityVote true_labels argument now supports multiple ground truth values for a single task. * Added tol optimization parameter as a tolerance stopping criteria for iterative methods with a variable number of steps. * Python 3.10 support added. * Enhanced aggregation methods descriptions.

Scientific Software - Peer-reviewed - Python
Published by alexdrydew almost 4 years ago

Learning from Crowds with Crowd-Kit - crowd-kit==0.0.9

  • Added TextSummarization aggregation
  • Added new datasets
  • Added entropy_threshold method
  • Added names for pd.Series which are available after fit
  • Added on_missing_skill and default_skill params for models that use skills

Scientific Software - Peer-reviewed - Python
Published by varfolomeii about 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.8

  • Added GLAD aggregeation
  • Fixed https://github.com/Toloka/crowd-kit/issues/6
  • Fixed https://github.com/Toloka/crowd-kit/issues/3

Scientific Software - Peer-reviewed - Python
Published by Losik about 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.7

  • Added segmentation EM
  • Added ROVER
  • Fixed HRRASA and refactored TextRASA and TextHRRASA

Scientific Software - Peer-reviewed - Python
Published by Losik over 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.6

crowd-kit==0.0.6 release

Scientific Software - Peer-reviewed - Python
Published by tulinev over 4 years ago

Learning from Crowds with Crowd-Kit - crowd-kit==0.0.5

Scientific Software - Peer-reviewed - Python
Published by Losik over 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.4

Scientific Software - Peer-reviewed - Python
Published by Losik over 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.3

Scientific Software - Peer-reviewed - Python
Published by Losik over 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.2

Scientific Software - Peer-reviewed - Python
Published by Losik over 4 years ago

Learning from Crowds with Crowd-Kit - v0.0.1

Scientific Software - Peer-reviewed - Python
Published by Losik almost 5 years ago