MLife: a lite framework for machine learning lifecycle initialization

DOI10.1007/s10994-021-06052-0OpenAlexW3207725326WikidataQ111320776 ScholiaQ111320776MaRDI QIDQ2071479

Cong Yang, Yunhui Zhang, Zhikai Zhang, John See, Lina Shen, Yipeng Li, Wen-feng Wang

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-021-06052-0

zbMATH Keywords

machine learningdeep learningdata flowmachine learning systemmachine learning lifecycle

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

MLife

Uses Software

• KNIME
• Scikit
• Python
• TensorFlow
• PyTorch
• MXNet
• ImageNet
• Jupyter
• SQLite
• GitHub
• Flask
• Kubeflow
• MLflow
• Tfx
• LabelMe
• Airflow
• Apache NiFi
• BigGorilla

Cites Work

• Analysis and forecast of COVID-19 spreading in China, Italy and France

This page was built for publication: MLife: a lite framework for machine learning lifecycle initialization