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@PKU-DAIR

DAIR Lab

Data and Intelligence Research (DAIR) Lab @ Peking University

Pinned

  1. Hetu Hetu Public

    Forked from Hsword/Hetu

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

    Python 238 26

  2. open-box open-box Public

    Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    Python 350 51

  3. Hetu-Galvatron Hetu-Galvatron Public

    Forked from AFDWang/Hetu-Galvatron

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

    Python 10

  4. SGL SGL Public

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

    Python 133 20

  5. mindware mindware Public

    Forked from thomas-young-2013/mindware

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

    Python 48 8

  6. angel angel Public

    Forked from Angel-ML/angel

    A Flexible and Powerful Parameter Server for large-scale machine learning

    Java

Repositories

Showing 10 of 32 repositories
  • RAG-Survey Public Forked from hymie122/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".

    PKU-DAIR/RAG-Survey’s past year of commit activity
    169 63 0 0 Updated Jun 21, 2024
  • Hetu-Galvatron Public Forked from AFDWang/Hetu-Galvatron

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

    PKU-DAIR/Hetu-Galvatron’s past year of commit activity
    Python 10 4 2 0 Updated Jun 6, 2024
  • open-box Public Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    PKU-DAIR/open-box’s past year of commit activity
    Python 350 78 10 1 Updated May 16, 2024
  • SGL Public

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

    PKU-DAIR/SGL’s past year of commit activity
    Python 133 MIT 20 0 2 Updated May 10, 2024
  • Hetu Public Forked from Hsword/Hetu

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

    PKU-DAIR/Hetu’s past year of commit activity
    Python 238 Apache-2.0 45 0 0 Updated Dec 18, 2023
  • CAFE Public Forked from HugoZHL/CAFE

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

    PKU-DAIR/CAFE’s past year of commit activity
    Python 0 3 0 0 Updated Dec 7, 2023
  • MEVI Public Forked from HugoZHL/MEVI

    [NeurIPS 2023] Model-enhanced Vector Index

    PKU-DAIR/MEVI’s past year of commit activity
    Python 0 3 0 0 Updated Sep 26, 2023
  • DBTune Public

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

    PKU-DAIR/DBTune’s past year of commit activity
    Python 24 18 1 0 Updated Sep 21, 2023
  • HGAMLP Public

    HGAMLP: A Scalable Training Framework for Heterogeneous Graph Neural Networks

    PKU-DAIR/HGAMLP’s past year of commit activity
    Python 2 0 0 0 Updated Jul 15, 2023
  • AIR Public Forked from zwt233/AIR
    PKU-DAIR/AIR’s past year of commit activity
    Python 6 2 0 0 Updated Sep 26, 2022

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