PaddleRec provides implementations of classic and state-of-the-art recommendation algorithms for both recall and ranking stages, including Wide&Deep, DeepFM, DIEN, MMoE, and GNN-based models. It includes built-in support for popular recommendation datasets like Criteo and MovieLens, and offers training configurations and model hyperparameter tuning tools for production and research use cases.