XianxianWei's repositories
SearchEngine
搜索引擎原理
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
tutorials
PyTorch tutorials.
Amazon-ML-study
自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享
Awesome-Sentence-Embedding
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
ETM
Topic Modeling in Embedding Spaces
embedded-topic-model
A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM
deep_recommenders
Deep Recommenders
PracticalGuidetoRecSys
《互联网大厂推荐算法实战》资料库
Multitask-Recommendation-Library
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
DSSM
Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)
Advertising-algorithm-competition
2018、2019 腾讯广告算法大赛/2018IJCAI 阿里妈妈搜索广告转化预测竞赛/讯飞广告营销算法/OGeek
IJCAI-2018-Ctr
IJCAI-18 阿里妈妈搜索广告转化预测