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
- esmm model by tensorflow keras☆67Updated 3 years ago
- gbdt+lr☆159Updated 5 years ago
- ☆196Updated 4 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116Updated 5 years ago
- ☆171Updated 4 years ago
- ☆103Updated 2 years ago
- 6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System☆161Updated 10 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☆230Updated 10 months ago
- Solution to the Debiasing Track of KDD CUP 2020☆157Updated last year
- ☆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
- Google多任务模型MMoE☆80Updated 4 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆185Updated 3 years ago
- 2020腾讯广告算法大赛 Top5 solution. https://algo.qq.com/☆81Updated 4 years ago
- 存放推荐算法相关代码、文档、资料☆236Updated 4 years ago
- 自己学习推荐系统过程中用到的代码☆49Updated 5 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
- DeepFM for CTR prediction problem (pytorch 1.0)☆71Updated 5 years ago
- CTR模型代码和学习笔记总结☆384Updated 3 years ago
- 多任务学习MMOE和PLE☆34Updated 3 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
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆132Updated 4 years ago
- Classical RecSys algorithms implemented by using TensorFlow Estimators☆183Updated 6 years ago
- 1st place solution for the AntaiCup-International-E-commerce-Artificial-Intelligence-Challenge☆182Updated 5 years ago
- ☆93Updated 3 years ago
- a python code of applying GBDT+LR for CTR prediction☆330Updated 6 years ago
- A Python version of RankNet, LambdaRank and LambdaMart☆126Updated 4 years ago
- Deep Match to Rank Model for Personalized Click-Through Rate Prediction☆235Updated 5 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