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Tzu-Heng's wiki
  • Tzu-Heng's wiki
  • Machine Learning
    • Traditionals
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    • Image Classification (CNN)
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  • Notes
    • Differientiable Sampling and Argmax
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    • Disentanglement in GANs
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    • 3D Clothes
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    • Deploy Deep Learning Models
    • Character Motion Synthesis
  • Data Structure & Algorithms
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  • Survey Papers / Repos
  • Resources
  • Models
  • Implicit Feedback
  • Explicit Feedback
  • Others
  • Dataset
  • Metrics

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  1. Machine Learning

Recommender Systems

recommender systems

Survey Papers / Repos

  • Deep Learning based Recommender System: A Survey and New Perspectives [1707.07435]

  • grahamjenson/list_of_recommender_systems

  • hongleizhang/RSPapers

Resources

  • NicolasHug/Surprise

  • microsoft/recommenders

Models

Implicit Feedback

  • BPR: Bayesian Personalized Ranking from Implicit Feedback (BPR) [1205.2618]

  • Wide and Deep [1606.07792]

  • Neural Collaborative Filtering (NCF) [1708.05031]

Explicit Feedback

Others

Dataset

Metrics

  • NDCG

  • Hit Rate

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Last updated 3 years ago

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