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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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GitBook
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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