# Recommender

- [Singular Value Decomposition](/machine-learning-notebook/supervised-learning/recommender/singular_value_decomposition.md)
- [Low Rank Matrix Factorization](/machine-learning-notebook/supervised-learning/recommender/low_rank_matrix_factorization.md)
- [Neural Collaborative Filtering](/machine-learning-notebook/supervised-learning/recommender/neural_collaborative_filtering.md)
- [Sampling Bias Corrected Neural Modeling for Large Corpus Item Recommendations](/machine-learning-notebook/supervised-learning/recommender/sampling_bias_corrected_neural_modeling_for_large_corpus_item_recommendations.md)
- [Real-time Personalization using Embeddings for Search Ranking](/machine-learning-notebook/supervised-learning/recommender/real_time_personalization_using_embeddings_for_search_ranking.md)
- [Wide and Deep Learning for Recommender Systems](/machine-learning-notebook/supervised-learning/recommender/wide_and_deep_learning_for_recommender_systems.md)
