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guoqiLiu's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ijcnn2020_fgrec icon ijcnn2020_fgrec

Official code for FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences (IJCNN 2020)

lbsn_dataset icon lbsn_dataset

The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity recommendations, group recommendation and community discovery tasks.

poi-recommendation icon poi-recommendation

Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。

sasrec icon sasrec

SASRec: Self-Attentive Sequential Recommendation

sasrec.pytorch icon sasrec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

strnn icon strnn

Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts

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