A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
翻译 - 一本关于机器学习系统设计与练习的小册子
Source Code for the book Building Machine Learning Systems with Python
翻译 - 《用Python构建机器学习系统》一书的源代码
#Awesome#Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
翻译 - 机器学习,NLP,视觉,推荐系统项目创意的精选清单
《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统:设计和实现》
Introduction to Machine Learning Systems
Code from the book Machine Learning Systems
System design patterns for machine learning
#计算机科学#Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...
翻译 - Vowpal Wabbit是一个机器学习系统,它通过在线,哈希,减少,归约,learning2search,主动和交互式学习等技术来推动机器学习的前沿。
papers on scalable and efficient machine learning systems
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书,作者 Kevin Murphy
Papers for database systems powered by artificial intelligence (machine learning for database)
SOFA: A Cross-framework Performance Profiler for Heterogeneous Computing Systems and Distributed Machine Learning Systems.
A platform for developing and operating the machine learning systems at the various stages of machine learning life cycle.
Learn how to design Machine Learning systems and prepare for an interview.
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys...
机器学习系统设计案例与测试 Machine Learning Systems Design Cases & Tests
#计算机科学#Machine learning, in numpy
翻译 - 机器学习,以数字表示
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
Machine learning resources
Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)