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Extending the scope of Libact

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@yangarbiter yangarbiter released this 20 Mar 00:48
· 106 commits to master since this release

Added more algorithm implementations

  • Binary Classification
    • #72 Density Weighted Uncertainty Sampling
    • #79 Uncertainty Sampling (entropy)
    • #80 Query By Committee (KL-divergence)
    • #98 Expected Error Reduction
  • Multilabel Classification
    • #74 Maximum loss reduction with Maximal Confidence
    • #83 Multilabel active learning with Auxiliary Learner
    • #85 Binary Minimization
    • #91 Adaptive active learning
  • Cost-Sensitive Multiclass Classification
    • #76 Active Learning with Cost Embedding

Model

  • #70 Scikit-learn model adapter
  • Multilabel classification model

Documentation