emerdem / MovieLens-ML-LSTM
Movie Rating Prediction using GloVe Word Embeddings and Deep Learning (LSTM): Use MovieLens dataset to predict movie ratings using tags generated by users with 67% accuracy using an ensemble model of logistic regression that incorporates clustering of word embeddings and LSTM neural network.
☆22Updated 7 years ago
Alternatives and similar repositories for MovieLens-ML-LSTM
Users that are interested in MovieLens-ML-LSTM are comparing it to the libraries listed below
Sorting:
- algorithms about recommender systems：probabilistic matrix factorization☆25Updated 7 years ago
- The codes of Neural News Recommendation with Attentive Multi-view Learning☆58Updated 4 years ago
- SR-GNN增加中文注释（学习版本）☆32Updated 2 years ago
- Attentive Group Recommendation☆134Updated 4 years ago
- ☆73Updated 5 years ago
- Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.☆91Updated 5 years ago
- A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF☆45Updated 4 years ago
- The implementation of “A Context-Aware User-Item Representation Learning for Item Recommendation”, Libing Wu, Cong Quan, Chenliang Li, Qi…☆28Updated 2 years ago
- A Matlab implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆76Updated 6 years ago
- TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings☆21Updated 6 years ago
- Must-read papers on Recommender System. 推荐系统相关论文整理（内含40篇论文，并持续更新中）☆90Updated 5 years ago
- Implementation of the IEEE TII paper titled "Unraveling Metric Vector Spaces withFactorization for Recommendation"☆93Updated 5 years ago
- Attention,Factorization Machine, Deep Learning, Recommender System☆39Updated 7 years ago
- 自己学习推荐系统过程中用到的代码☆50Updated 5 years ago
- ☆101Updated 5 years ago
- Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention☆71Updated 7 years ago
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆147Updated 6 years ago
- Code for our SIGIR 2018 paper "Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks". See the paper: https://dl.ac…☆29Updated 4 years ago
- ☆133Updated 7 years ago
- This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations☆107Updated 7 years ago
- Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020☆46Updated 3 years ago
- 基于side information版的 word2vec 《Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba》☆23Updated 4 years ago
- Pytorch for autorec with collaborative filtering☆36Updated 6 years ago
- Easy-to-use pytorch-based framework for RecSys models☆40Updated 4 years ago
- 推荐系统---实验+复现+创新☆51Updated 2 years ago
- Several sequential recommended models implemented by tenosrflow1.x☆119Updated 3 years ago
- Sequential User-based Recurrent Neural Network Recommendations☆9Updated 6 years ago
- TensorFlow simple implemenation of AttRec model in paper "Next Item Recommendation with Self-Attention"☆26Updated 5 years ago
- Code based in TensorFlow☆50Updated 5 years ago
- Resources for the paper "NPA: News Recommendation with Personalized Attention"☆47Updated 2 years ago