https://github.com/PKU-DAIR/mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
https://github.com/PKU-DAIR/mindware

automl-algorithms automl-pipeline bayesian-optimization blackbox-optimization data-science deep-learning distributed-systems ensemble-learning hyper-parameter-optimization knobs-tuning machine-learning meta-learning neural-architecture-search python

Last synced: 3 months ago
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An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

• Host: GitHub
• URL: https://github.com/PKU-DAIR/mindware
• Owner: PKU-DAIR
• License: mit
• Fork: true (thomas-young-2013/mindware)
• Created: 2021-07-14T18:48:00.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-11-16T04:03:40.000Z (almost 3 years ago)
• Last Synced: 2024-07-27T23:34:33.429Z (3 months ago)
• Topics: automl-algorithms, automl-pipeline, bayesian-optimization, blackbox-optimization, data-science, deep-learning, distributed-systems, ensemble-learning, hyper-parameter-optimization, knobs-tuning, machine-learning, meta-learning, neural-architecture-search, python
• Language: Python
• Homepage: https://mindware.readthedocs.io
• Size: 62.9 MB
• Stars: 48
• Watchers: 3
• Forks: 8
• Open Issues: 0

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