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  • Nanyang Technological University
  • Singapore
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A curated list of references for MLOps

12,283 1,854 Updated Jun 10, 2024

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 34,294 3,577 Updated Jul 16, 2024

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

9,044 689 Updated May 31, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 10,664 1,277 Updated Jul 17, 2024

本项目旨在分享大模型相关技术原理以及实战经验。

HTML 7,918 777 Updated Jul 17, 2024

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 59,402 10,687 Updated Jul 6, 2024

后端架构师技术图谱

59,494 17,819 Updated Apr 11, 2024

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

Python 14,676 1,718 Updated Jul 17, 2024

《Machine Learning Systems: Design and Implementation》- Chinese Version

TeX 3,840 422 Updated Apr 13, 2024

The Web IR / NLP Group (WING)'s public reading group at the National University of Singapore.

JavaScript 37 44 Updated Dec 14, 2023

🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总,包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结,坚持学习,持续成长!

5,150 1,336 Updated Jul 2, 2024
Python 487 312 Updated Jun 11, 2024

Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

Markdown 30,232 5,913 Updated Jul 17, 2024

Making large AI models cheaper, faster and more accessible

Python 38,369 4,310 Updated Jul 18, 2024

attempt at summarizing Raft in one page of pseudo-code

Python 19 3 Updated Mar 5, 2018

白板推导系列课程笔记 初版

489 106 Updated May 16, 2021

我的自学笔记,终身更新,当前专注System基础、MLSys。

Python 3,733 483 Updated Jul 16, 2024

Basic Sources for MIT 6.824 Distributed Systems Class

Go 3,114 619 Updated May 31, 2024

4 labs + 2 challenges + 4 docs

Shell 1,380 249 Updated Oct 14, 2023

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, in…

C++ 33,869 7,897 Updated Mar 19, 2024

网络抓包

C++ 90 30 Updated Apr 18, 2023

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python 264,521 44,825 Updated Jul 15, 2024

⭐️ Companies that don't have a broken hiring process

JavaScript 43,216 3,410 Updated Jul 16, 2024

A list of Reverse Engineering articles, books, and papers

2,258 318 Updated May 2, 2023

周志华《机器学习》手推笔记

3,466 735 Updated Mar 13, 2021

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Jupyter Notebook 1,254 310 Updated Apr 3, 2023

A complete computer science study plan to become a software engineer.

299,229 75,225 Updated Jul 17, 2024

A Curated List of Must-read Papers on Recommender System.

6,017 1,332 Updated Jul 13, 2024

😎 Awesome lists about all kinds of interesting topics

311,510 27,067 Updated Jul 17, 2024

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Python 382 89 Updated Aug 25, 2023