A comprehensive guide for beginners in the field of data management and artificial intelligence.
☆670Apr 8, 2025Updated last year
Alternatives and similar repositories for Starter-Guide
Users that are interested in Starter-Guide are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large Language Model (LLM) Systems Paper List☆2,197Jul 15, 2026Updated last week
- An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture sear…☆65Nov 11, 2025Updated 8 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆339Dec 13, 2025Updated 7 months ago
- AI-powered Autonomous Data System☆146Jul 13, 2026Updated last week
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,600Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)☆158May 10, 2024Updated 2 years ago
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆341Jan 5, 2025Updated last year
- ☆16Aug 28, 2025Updated 10 months ago
- 本人的科研经验☆13,362Jun 6, 2026Updated last month
- Tutorial Exercises and Code for GPU Communications Tutorial at HOT Interconnects 2025☆32Oct 22, 2025Updated 9 months ago
- Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs). If you hav…☆25Oct 22, 2025Updated 9 months ago
- 北京大学24秋数据结构与算法A笔记☆134Dec 16, 2025Updated 7 months ago
- 计算机自学指南☆74,451Updated this week
- Dataflow-MM, multi-media operators for Dataflow. We aim to prepare data for Multimodal Large Language Models.☆47Apr 13, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)☆443Mar 28, 2026Updated 3 months ago
- PKU course materials on computer science and life science.☆200Jun 15, 2026Updated last month
- 2025年电子信息类（电子信息工程、通信工程、集成电路、光电工程等）夏令营和预推免通知☆25Sep 24, 2025Updated 9 months ago
- 2025 年秋冬学期浙江大学计算机学院朋辈辅学「技能拾遗」课程仓库☆15Dec 5, 2025Updated 7 months ago
- ☆26Feb 27, 2026Updated 4 months ago
- I love Computer Architectures.☆32Dec 25, 2024Updated last year
- 北京大学 2023 年秋计算机系统导论课程（ICS）作业、笔记、经验☆504Dec 29, 2025Updated 6 months ago
- The course of UCB CS 61A Spring 2022☆10Jul 17, 2022Updated 4 years ago
- Official Repository of "LLM × DATA" Survey Paper☆804Jun 15, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。☆7,679Dec 22, 2025Updated 7 months ago
- 浙江大学操作系统课程仓库：文档☆18Jan 14, 2026Updated 6 months ago
- 作业和大作业,期末大作业我没写,期中的跑分好像挺猛的☆18Aug 30, 2024Updated last year
- Based on the typst slides template, handle your team meeting in five minutes from scratch！☆21Jun 4, 2026Updated last month
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆17Apr 17, 2025Updated last year
- 我在梦河边浣洗星星。☆42Updated this week
- 🎓a Better BlackBoard for PKUers. 北京大学教学网命令行工具（🖥️Win/🐧Linux/🍏Mac）☆123Updated this week
- Homework of Machine Learning Taught by Hy Lee, 2022-2023. Most of the code has reached boss baseline.☆178Jul 10, 2024Updated 2 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,405Jun 23, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 分享AI Infra知识&代码练习：PyTorch、vLLM/SGLang、slime/vime框架入门⚡️、性能加速🚀、大模型基础🧠、AI软硬件🔧等☆3,053Jul 2, 2026Updated 3 weeks ago
- A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.☆4,389Updated this week
- 🔥[SIGMOD'26] Official repository for the paper "DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework"☆79Jul 11, 2026Updated last week
- ☆15Apr 19, 2026Updated 3 months ago
- 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）☆24,775Updated this week
- 北京大学计算机基础能力手册☆609May 23, 2026Updated 2 months ago
- Writing AI Conference Papers: A Handbook for Beginners☆3,931Jul 16, 2025Updated last year