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Tzu-Heng's wiki
Machine Learning
Traditionals
Deep Learning
Image Classification (CNN)
Detection
Semantic Segmentation
Generative Adversarial Networks
Style Transfer
Recommender Systems
Meta Learning
Notes
Differientiable Sampling and Argmax
GAN theory
Multi-task Learning (MTL)
Disentanglement in GANs
CNN practical notes
3D Clothes
OpenGL
Generative Art
nginx usage
Deploy Deep Learning Models
Character Motion Synthesis
Data Structure & Algorithms
Sorting Algorithms
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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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Contents
Survey Papers / Repos
Resources
Models
Implicit Feedback
Explicit Feedback
Others
Dataset
Metrics