CS692-mlsys
by guanh01
This is the (evolving) reading list for the seminar.
AI summary
Machine Learning Systems
A repository of papers and resources on systems for machine learning and machine learning for systems.
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Similar projects
Found by comparing what the projects do, not just their names.
ML Systems Guide
A curated collection of research papers, articles, and resources on machine learning systems, including design principles, infrastructure, and best practices.
LLM exploration
Exploring various LLMs and their applications in natural language processing and related areas
eugeneyan/applied-ml27.4K
Production ML practices
Curated collection of papers and articles on data science and machine learning practices in production environments.
ML deployment
Building and deploying Machine Learning models for production use
Machine learning codebase
A collection of algorithms and techniques for machine learning
ML training material
Teaching materials and resources for a Machine Learning course in finance at NYU Tandon
Machine Learning Platform
An interactive machine learning project that teaches common high-level techniques and applies them to generate creative outputs in the browser.
Machine learning library
A JavaScript implementation of machine learning algorithms, including logistic regression and decision tree models.
ML tutorials
A collection of resources and examples around machine learning for education and development
mmaul/clml261
Machine Learning Library
A high-performance statistical machine learning library written in Common Lisp
Algorithms repository
A comprehensive resource for machine learning and deep learning algorithms
Machine learning library
A library providing a set of learner and adversary modules for game-theoretic machine learning.
Machine Learning Engine
Research on integrating machine learning with emergent runtimes to improve performance and security.
IDE
An all-in-one web-based IDE for machine learning and data science
NLP model library
Develops lightweight yet powerful pre-trained models for natural language processing tasks
