Jace-Yang / MLE-interview
该仓库记录搜索推荐算法工程师的必备面试知识点+paper
☆44Updated 2 years ago
Alternatives and similar repositories for MLE-interview:
Users that are interested in MLE-interview are comparing it to the libraries listed below
- 记录推荐系统相关的面试题、优化经验☆27Updated 2 years ago
- 优质的推荐算法资源汇总☆100Updated 3 years ago
- I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. …☆45Updated last year
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆67Updated 2 years ago
- 推荐系统论文算法实现,包括序列推荐,多任务学习,元学习等。 Recommendation system papers implementations, including sequence recommendation, multi-task learning, met…☆169Updated last year
- Share Some Recommender System Paper I read.☆66Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆81Updated 2 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆66Updated 5 months ago
- 主流推荐系统Rank算法的实现☆209Updated last year
- 该仓库记录搜索推荐算法工程师的必备面试知识点+paper☆207Updated 10 months ago
- ☆62Updated last year
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆72Updated 5 years ago
- 《互联网大厂推荐算法实战》资料库☆245Updated last year
- ☆91Updated 3 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆109Updated last year
- 深度学习与推荐系统学习,理论结合代码更香。☆108Updated 2 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆131Updated 4 years ago
- multi task mode for esmm and mmoe☆134Updated 3 years ago
- 在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowl…☆105Updated last week
- Pytorch for autorec with collaborative filtering☆33Updated 5 years ago
- some useful papers and blogs for people who are interested in online advertising☆65Updated 2 years ago
- ☆40Updated 2 years ago
- 基于 Pytorch 实现推荐系统相关的算法☆169Updated 3 years ago
- 一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... (pytorch, tf2.0)☆244Updated 2 years ago
- DGL implementation of EGES☆27Updated last year
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆75Updated last year
- ☆77Updated 3 years ago
- Code for paper: Learning to Build User-tag Profile in Recommendation System☆30Updated last year
- Implement EGES by pytorch.☆18Updated 3 years ago