binbinche's repositories
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
PyGCL
PyGCL: Graph Contrastive Learning Library for PyTorch
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
CS-Book
计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍
RSPapers
Must-read papers on Recommender System.
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
awesome-normalization-techniques
Papers for normalization techniques, released codes collections.
dlrm
An implementation of a deep learning recommendation model (DLRM)
nlp-journey
nlp相关的一些论文及代码, 包括LDA主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成、文本相似性(Text Similarity)计算等，基于keras和tensorflow
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Reco-papers
Classic papers and resources on recommendation
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
Python-100-Days
Python - 100天从新手到大师
CS-Notes
:books: 技术面试必备基础知识
advanced-java
😮 互联网 Java 工程师进阶知识完全扫盲
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt
JavaGuide
【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。
pwc
Papers with code. Sorted by stars. Updated weekly.
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems.
Ad-papers
Papers on Computational Advertising
Lihang
Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]
USTC-CS-Courses-Resource
:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)
GoogleSearchCrawler
a tool for crawl Google search results
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记