Recommender Systems

• Implementing a Session-based kNN in Python
• Recommendation systems in about 100 lines of code
• Prototyping a Recommender System Step by Step Part 1: KNN Item-Based Collaborative Filtering
• Prototyping a Recommender System Step by Step Part 2: Alternating Least Square (ALS) Matrix Factorization in Collaborative Filtering
• Recommendation System Using (Rank, User-User, Matrix Factorization) on Streaming App

• Building a Collaborative Filtering Recommender System with ClickStream Data

• Building Recommender Systems with Machine Learning and AI

• Recommender Systems and Deep Learning in Python

• Deep Learning for Recommender Systems: Next basket prediction and sequential product recommendation

• A quick guide to Learning to Rank models

• SASRec: Self-Attentive Sequential Recommendation

• Sequential_Recommendation_Tensorflow

• https://theaisummer.com/recommendation-systems/
• https://towardsdatascience.com/transformers-for-tabular-data-tabtransformer-deep-dive-5fb2438da820
• https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-1-algorithms-evaluation-and-cold-start-6f696683d0ed
• https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-2-deep-recommendation-sequence-prediction-automl-f134bc79d66b
• https://arxiv.org/pdf/2101.06286.pdf