A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Source Code for the book Building Machine Learning Systems with Python
#计算机科学#Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Introduction to Machine Learning Systems
#Awesome#Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
#计算机科学#《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统:设计和实现》
System design patterns for machine learning
Code from the book Machine Learning Systems
#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...
#计算机科学#Machine learning algorithms for many-body quantum systems
#Awesome#Curated collection of papers in machine learning systems
#计算机科学#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)
A platform for developing and operating the machine learning systems at the various stages of machine learning life cycle.
SOFA: A Cross-framework Performance Profiler for Heterogeneous Computing Systems and Distributed Machine Learning Systems.
#计算机科学#DScribe is a python package for creating machine learning descriptors for atomistic systems.
#计算机科学#Frouros: an open-source Python library for drift detection in machine learning systems.
Repo centralising material for the ULiege course INFO9023 "Machine Learning Systems Design (MLOps)".
#面试#Learn how to design and implement effective Machine Learning systems from start to finish.
机器学习系统设计案例与测试 Machine Learning Systems Design Cases & Tests
#计算机科学#CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)
#计算机科学#Machine learning, in numpy