wnzhang / deep-ctr
An attempt of training DNN models to predict ad click-through rate, implemented with Theano.
☆407Updated 7 years ago
Alternatives and similar repositories for deep-ctr:
Users that are interested in deep-ctr are comparing it to the libraries listed below
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆375Updated 5 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- Some deep learning based recsys for open learning.☆398Updated 6 years ago
- ☆447Updated 8 months ago
- An implement of Factorization Machines (LibFM)☆250Updated 6 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆128Updated 3 years ago
- A Python wrapper for the libffm library.☆243Updated 7 years ago
- 2nd place solution for Avazu click-through rate prediction competition☆437Updated 10 years ago
- Distributed Factorization Machines☆297Updated 9 years ago
- TensorFlow Implementation of Attentional Factorization Machine☆407Updated 6 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆129Updated 7 years ago
- Using Keras to implement recommender systems☆326Updated 8 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆143Updated 8 years ago
- Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.☆145Updated 8 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank a…☆110Updated 3 years ago
- This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。☆358Updated 6 years ago
- Factorization Machines implementation with Tensorflow☆143Updated 6 years ago
- Classical RecSys algorithms implemented by using TensorFlow Estimators☆183Updated 6 years ago
- libffm with ftrl updater☆94Updated 7 years ago
- ☆91Updated 7 years ago
- Tiny Gradient Boosting Tree☆321Updated 5 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆106Updated 6 years ago
- TenforFlow Implementation of Neural Factorization Machine☆471Updated 5 years ago
- code of paper `Deep Neural Networks for Youtube Recommendation`☆409Updated 8 years ago
- TensorFlow Script☆684Updated last year
- FFM implement with tensorflow by Python☆60Updated 7 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 7 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆224Updated 7 years ago
- ☆1,260Updated 8 months ago