Top 5 recsys open source projects

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

✭ 17,824

deep-learning machine-learning computer-vision data-science natural-language-processing reinforcement-learning search data-engineering production data-discovery recsys data-quality applied-data-science applied-machine-learning

flink-parameter-server

Parameter Server implementation in Apache Flink

✭ 51

scala Jupyter Notebook shell recsys flink online-learning flink-ml

NCE-loss

Tensorflow NCE loss in Keras

✭ 30

python deep-learning word2vec keras recsys loss-functions softmax nce nce-loss

adversarial-recommender-systems-survey

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

✭ 110

security machine-learning ai deep-learning personalization generative-adversarial-network gan recsys recommender-system aml literature-review adversarial-machine-learning adversarial-attacks collabora future-visions

RecSys PyTorch

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

✭ 125

python C++pytorch collaborative-filtering recsys recommender-system pytorch-implementations

1-5 of 5 recsys projects