artem-oppermann / Deep-Autoencoders-For-Collaborative-Filtering
Using Deep Autoencoders for predictions of movie ratings.
☆112Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Deep-Autoencoders-For-Collaborative-Filtering
- TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation☆101Updated last year
- xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems☆131Updated 5 years ago
- Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.☆53Updated 5 years ago
- Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python☆50Updated 6 years ago
- Our implementation of the paper "Embedding-based News Recommendation for Millions of Users"☆141Updated 5 years ago
- The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior …☆69Updated 6 years ago
- TensorFlow implemenation of GRu4Rec model☆216Updated 5 years ago
- Collaborative Memory Network for Recommendation Systems, SIGIR 2018☆182Updated 3 years ago
- tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow…☆95Updated 4 years ago
- Collaborative Deep Learning for Recommender Systems.☆72Updated 7 years ago
- Keras implementation of Tensorflow's Wide and Deep Algorithm☆161Updated 5 years ago
- Autorec (Autoencoders Meet Collaborative Filtering)☆136Updated 6 years ago
- Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"☆215Updated last year
- SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset☆51Updated 6 years ago
- deep learning for recommender system☆46Updated 6 years ago
- ☆75Updated 6 years ago
- PyTorch Implementation of Session-based Recommendations with Recurrent Neural Networks(ICLR 2016, Hidasi et al.)☆147Updated 5 years ago
- TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018☆149Updated 5 years ago
- ☆42Updated 8 years ago
- Tensorflow implementation for Interaction-aware factorization machines☆50Updated 4 years ago
- ☆29Updated 6 years ago
- Implementation of the "Deep Matrix Factorization Models for Recommender Systems"☆205Updated 6 years ago
- Collaborative Denoising Auto-Encoder (CDAE)☆56Updated 8 years ago
- ☆370Updated 8 months ago
- Adversarial Learning, Matrix Factorization, Recommendation☆215Updated 5 years ago
- Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD☆71Updated 3 years ago
- Factorization Machine, Deep Learning, Recommender System☆18Updated 6 years ago
- Recommendation Models in TensorFlow☆45Updated 5 years ago
- Deep Learning for Recommendation☆35Updated 7 years ago
- A fork from https://github.com/hexiangnan/neural_collaborative_filtering. Change keras version to v2.1.3, and use tensorflow as the back…☆25Updated 6 years ago