DAIR Lab

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1. Hetu Hetu Public

   复刻ed from Hsword/Hetu

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

   Python 340 43

2. open-box open-box Public

   复刻ed from thomas-young-2013/open-box

   Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)

   Python 446 57

3. Hetu-Galvatron Hetu-Galvatron Public

   复刻ed from AFDWang/Hetu-Galvatron

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

   Python 184 20

4. mindware mindware Public

   复刻ed 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 66 10

5. DataFlow DataFlow Public

   复刻ed from OpenDCAI/DataFlow

   Easy Data Preparation with latest LLMs-based Operators and Pipelines.

   Python 5

6. Starter-Guide Starter-Guide Public

   A comprehensive guide for beginners in the field of data management and artificial intelligence.

   697 33