ZhongJie Zeng's repositories
Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
book-ml-sem
《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering
VirtualTaobao
Virtual-Taobao simulators with OpenAI Gym interface
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
chinese_chatbot_corpus
中文公开聊天语料库
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
euler
A distributed graph deep learning framework.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
featureclass
Feature engineering library that helps you keep track of feature dependencies, documentation and schema
kafka-streams-machine-learning-examples
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
mall-learning
mall学习教程，架构、业务、技术要点全方位解析。mall项目（40k+star）是一套电商系统，使用现阶段主流技术实现。涵盖了SpringBoot 2.3.0、MyBatis 3.4.6、Elasticsearch 7.6.2、RabbitMQ 3.7.15、Redis 5.0、MongoDB 4.2.5、Mysql5.7等技术，采用Docker容器化部署。
Matrix-Calculus
Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导方法
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
ranking
Learning to Rank in TensorFlow
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
Spider
爬虫实例：微博、b站、csdn、淘宝、今日头条、知乎、豆瓣、知乎APP、大众点评
spinningup
An educational resource to help anyone learn deep reinforcement learning.
wenda
闻达：一个LLM调用平台。为小模型外挂知识库查找和设计自动执行动作，实现不亚于于大模型的生成能力