[go: up one dir, main page]

Skip to content
@PKU-DAIR

DAIR Lab

Data and Intelligence Research (DAIR) Lab @ Peking University

Pinned Loading

  1. Hetu Hetu Public

    Forked from Hsword/Hetu

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

    Python 262 29

  2. open-box open-box Public

    Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    Python 377 52

  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 36 4

  4. SGL SGL Public

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

    Python 141 21

  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 52 8

  6. angel angel Public

    Forked from Angel-ML/angel

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

    Java 1

Repositories

Showing 10 of 34 repositories
  • 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 36 7 2 0 Updated Nov 6, 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 262 Apache-2.0 48 0 0 Updated Nov 4, 2024
  • PKU-DAIR/Starter-Guide’s past year of commit activity
    12 0 0 0 Updated Nov 2, 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 377 79 11 1 Updated Oct 17, 2024
  • 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
    231 86 0 0 Updated Jun 21, 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 141 MIT 21 0 2 Updated May 10, 2024
  • 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 2 5 0 0 Updated Dec 7, 2023
  • OUTRE Public Forked from shengzeang/OUTRE

    OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine

    PKU-DAIR/OUTRE’s past year of commit activity
    C++ 2 1 0 0 Updated Oct 21, 2023
  • MEVI Public Forked from HugoZHL/MEVI

    [NeurIPS 2023] Model-enhanced Vector Index

    PKU-DAIR/MEVI’s past year of commit activity
    Python 1 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 31 20 1 0 Updated Sep 21, 2023

Top languages

Loading…

Most used topics

Loading…