Codes

• Supervised learning
  • Classification
    • AdaBoost
    • Logistic Regression
    • Multi-Layer Perceptron
    • Perceptron
  • Ranking
    • RankBoost
  
  
• Semi-supervised learning
  • Classification
  • Self-training with dynamic thresholding for pseudo-labeling
  • Ranking
    • A semi-supervised extension of RankBoost for bipartite ranking

Datasets

• A Large Scale Benchmark for Uplift Modeling (Criteo Uplift Modeling Dataset)
• Large-scale Dataset for Recommendation with textual information over items (PANDOR)
• Large-ccale Dataset with Implicit Feedback for Recommendation (KASANDR)
• Large Scale Hierarchical Text Classification (LSHTC dataset)
• Reuters RCV1/RCV2 Multilingual, Multiview Text Categorization Test collection (MultilingualReuters collection)