YiFei1532

YiFei1532's Stars

• PKU-DAIR/Starter-Guide

  785

• p0deje/Maccy

  Lightweight clipboard manager for macOS

  Language:Swift12.9k546

• PKU-DAIR/GNN-in-RS

  GNN in Recommendation System (ACM Computing Surveys 2022)

  8215

• PKU-DAIR/DBTune

  A customized and efficient database tuning system [VLDB'22]

  Language:Python3120

• PKU-DAIR/CAFE

  [SIGMOD 2024] CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

  2

• PKU-DAIR/RAG-Survey

  Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

  23214

• PKU-DAIR/mindware

  An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

  Language:Python528

• PKU-DAIR/SGL

  A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

  Language:Python14221

• PKU-DAIR/open-box

  Generalized and Efficient Blackbox Optimization System

  Language:Python37953

• PKU-DAIR/Hetu

  A high-performance distributed deep learning system targeting large-scale and automated distributed training.

  Language:Python26429

• siliconflow/onediff

  OneDiff: An out-of-the-box acceleration library for diffusion models.

  Language:Jupyter Notebook1.7k100

• PKU-DAIR/Hetu-Galvatron

  Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs).

  Language:Python364

• All-Hands-AI/OpenHands

  🙌 OpenHands: Code Less, Make More

  Language:Python35.3k4k

• princeton-nlp/SWE-agent

  [NeurIPS 2024] SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges.

  Language:Python13.7k1.4k

• huggingface/peft

  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  Language:Python16.4k1.6k

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python6.3k627

• intel-analytics/ipex-llm

  Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

  Language:Python6.7k1.3k

• ZhengChenCS/CompressGraph

  Language:C++153

• Liu-xiandong/How_to_optimize_in_GPU

  This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

  Language:Cuda824131

• CS-BAOYAN/CSSummerCamp2023

  Language:Python1.7k195

• PKUFlyingPig/cs-self-learning

  计算机自学指南

  Language:HTML57.7k6.9k

• CyC2018/CS-Notes

  :books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

  177k51.1k

• labuladong/fucking-algorithm

  刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

  Language:Markdown126k23.2k

• youngyangyang04/leetcode-master

  《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

  Language:Shell51.8k11.5k

• acm-clan/algorithm-stone

  ACM/LeetCode算法竞赛路线图，最全的算法学习地图！

  Language:C++1.9k583

• ruc-deke/rucbase-lab

  RUC Educational Database Project open lab

  Language:C++18443

• xingdl2007/cmu15-445

  :floppy_disk: CMU 15-445/645: Intro to Database Systems (Fall 2017). A course on the design and implementation of database management systems.

  Language:C++16850

• TOEFL-win/TOEFL

  托福王炸福利包，托福雅思gre，gmat资料，百度网盘，威学，张巍gre，新东方，fiona，黎老师写作，考满分，微臣onepass，张艳听力，孟一博，吴克亮，杨帅，黄翰生，顾加北，杜仕明，何琼，王陆，周璐

  34358