cnkuangshi / LightCTR
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
☆673Updated 5 years ago
Alternatives and similar repositories for LightCTR:
Users that are interested in LightCTR are comparing it to the libraries listed below
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆222Updated 6 years ago
- TensorFlow Script☆683Updated 10 months ago
- ☆322Updated last week
- Distributed FM and LR based on Parameter Server with Ftrl☆129Updated 7 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆406Updated 7 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆896Updated 3 years ago
- Distributed Factorization Machines☆297Updated 8 years ago
- Dive into machine learning system, start from reinventing the wheel.☆230Updated 6 years ago
- CTR prediction using FM FFM and DeepFM☆748Updated 6 years ago
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆376Updated 5 years ago
- A lightweight parameter server interface☆1,543Updated 2 years ago
- Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logi…☆348Updated 2 years ago
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆756Updated 6 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆912Updated 4 years ago
- a parameter server for distributed machine learning applications☆105Updated 8 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 5 years ago
- ☆743Updated 5 years ago
- A Library for Field-aware Factorization Machines☆1,599Updated 6 months ago
- ☆1,260Updated 6 months ago
- Some deep learning based recsys for open learning.☆397Updated 6 years 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.☆127Updated 3 years ago
- ☆1,144Updated 5 years ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆921Updated 5 years ago
- Minimal numerical computation library with TensorFlow APIs☆302Updated 6 years ago
- 推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction☆1,003Updated last year
- Tiny Gradient Boosting Tree☆321Updated 5 years ago
- ☆446Updated 6 months ago
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆510Updated 4 years ago
- TensorFlow Implementation of Attentional Factorization Machine☆406Updated 6 years ago