BinFuPKU/pytorch-practice

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BinFuPKU/pytorch-practice

BinFuPKU

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个人实现pytorch高级编程，包括基本知识、卷积神经网络、循环神经网络、生成对抗、模型部署和分布式训练（2022)

CTRRecommenderModels

I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. （对工业界学术界的CTR推荐调研并实现25个算法模型，2023）

Jupyter Notebook

DPJF-MBS

the code of our paper "Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Person-Job Fit" (实现十多个人岗匹配模型和动态人岗匹配模型的算法库，2021)

LLM-Alignment

A Survey of LLM Alignment (SFT & RLHF), and A Survey of RLHF methods

ReciprocalRecommender

I have implemented some reciprocal recommendation models (实现各种互惠推荐模型的算法库，2019-2020)

CollaborativeFilteringUsingTensorflow

the code of our paper "Generalized Collaborative Personalized Ranking for Recommendation". I realize a Collaborative Filtering Framework using Tensorflow (基于TensorFlow实现的协同过滤推荐框架算法库，2018)

AdvancedNLP

I realize the common operations in NLP domain (实现NLP中各种常规操作，2023)

Jupyter Notebook

D-FS

The code of paper D-FS--A Novel Integration Method of Discretization and Feature Selection

FSDC

The code of paper A Feature Selection Framework Based on Supervised Data Clustering