jiangnanboy / learning_to_rank
利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and prediction, etc.
☆264Updated 2 years ago
Alternatives and similar repositories for learning_to_rank:
Users that are interested in learning_to_rank are comparing it to the libraries listed below
- gbdt+lr☆159Updated 5 years ago
- esmm model by tensorflow keras☆67Updated 3 years ago
- ☆196Updated 4 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116Updated 5 years ago
- a python code of applying GBDT+LR for CTR prediction☆330Updated 6 years ago
- ☆171Updated 4 years ago
- Solution to the Debiasing Track of KDD CUP 2020☆156Updated last year
- 6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System☆161Updated 9 months ago
- ctr、cvr预估☆49Updated 3 years ago
- 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation☆229Updated 9 months ago
- Google多任务模型MMoE☆80Updated 4 years ago
- DeepFM for CTR prediction problem (pytorch 1.0)☆70Updated 5 years ago
- ☆213Updated 4 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入,方便实际场景应用。☆103Updated 4 years ago
- ☆103Updated 2 years ago
- 广告点击率(CTR)预测经典模型 GBDT + LR 理解与实践(附数据 + 代码)☆83Updated 4 years ago
- keras implementation about Deep Interest Network☆63Updated 5 years ago
- 利用Encoder对二分类任务的序列数据进行概率预测☆50Updated 4 years ago
- ☆389Updated 2 years ago
- 存放推荐算法相关代码、文档、资料☆232Updated 4 years ago
- 1st place solution for the AntaiCup-International-E-commerce-Artificial-Intelligence-Challenge☆181Updated 5 years ago
- Sharing the CTR Prediction original paper and personal study notes☆145Updated 5 years ago
- CTR模型代码和学习笔记总结☆382Updated 3 years ago
- 推荐系统/计算广告相关仓库,个人博客https://jesse-csj.github.io/☆289Updated 3 years ago
- 将deepwalk、node2vector和阿里的文章:Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba 用代码实现☆55Updated 5 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆109Updated last year
- 华为digix算法大赛2020机器学习赛道-ctr预估初赛/决赛rank1☆135Updated 4 years ago
- [Data Castle 算法竞赛] 精品旅行服务成单预测 final rank 11☆93Updated 6 years ago
- 2020腾讯广告算法大赛 Top5 solution. https://algo.qq.com/☆80Updated 4 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆184Updated 3 years ago