Supports CSR sparse matrix

#165 thanks to @eugene-yang

Official version v0.1.4

Installation process updated.
See more details in #153

Official version v0.1.3

Documentation polished.

HierarchicalSampling

Added HierarchicalSampling and update author list

Extending the scope of Libact

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

supporting python2

v0.1.2

support python2 and pylint code checker

debut

Merge pull request #30 from ntucllab/interface-documentation

Update interfaces.py documentation