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This repo includes some graph-based CTR prediction models and other representative baselines.
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
Factorization Machine models in PyTorch
TensorFlow implementation of an arbitrary order Factorization Machine
Some deep learning based recsys for open learning.
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
A parallel implementation of factorization machines based on Spark
Attention,Factorization Machine, Deep Learning, Recommender System
Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021
Some popular algorithms(dbscan,knn,fm etc.) on spark