CS692-mlsys
Machine Learning Systems
A repository of papers and resources on systems for machine learning and machine learning for systems.
This is the (evolving) reading list for the seminar.
55 stars
6 watching
5 forks
last commit: about 4 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 huaizhengzhang/ai-system-school | A curated collection of research papers, articles, and resources on machine learning systems, including design principles, infrastructure, and best practices. | 2,710 |
 km1994/llmsninestorydemontower | Exploring various LLMs and their applications in natural language processing and related areas | 1,854 |
 eugeneyan/applied-ml | Curated collection of papers and articles on data science and machine learning practices in production environments. | 27,407 |
 techytushar/techytushar | Building and deploying Machine Learning models for production use | 56 |
 clever-algorithms/cleveralgorithmsmachinelearning | A collection of algorithms and techniques for machine learning | 239 |
 jacopotagliabue/mlsys-nyu-2022 | Teaching materials and resources for a Machine Learning course in finance at NYU Tandon | 373 |
 yining1023/machine-learning-for-the-web | An interactive machine learning project that teaches common high-level techniques and applies them to generate creative outputs in the browser. | 406 |
 yandongliu/learningjs | A JavaScript implementation of machine learning algorithms, including logistic regression and decision tree models. | 65 |
 codingtrain/machine-learning | A collection of resources and examples around machine learning for education and development | 954 |
 mmaul/clml | A high-performance statistical machine learning library written in Common Lisp | 261 |
 sahith02/machine-learning-algorithms | A comprehensive resource for machine learning and deep learning algorithms | 295 |
 vu-aml/adlib | A library providing a set of learner and adversary modules for game-theoretic machine learning. | 59 |
 zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 ml-tooling/ml-workspace | An all-in-one web-based IDE for machine learning and data science | 3,446 |
 langboat/mengzi | Develops lightweight yet powerful pre-trained models for natural language processing tasks | 533 |