Learning to Predict and Improve Build Successes in Package Ecosystems

Harshitha Menon,Daniel Nichols,Abhinav Bhatele,Todd Gamblin

2024 IEEE/ACM 21ST INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES, MSR（2024）

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关键词

Neural Network,Training Dataset,Graph Neural Networks,Software Stack,Package Manager,Software Version,Software Package,High-performance Computing,Layer Model,Nodes In The Graph,Residual Block,Graph Convolutional Network,Node Features,Software Components,Linear Layer,Graph Convolution,Software Settings,Library Version,Hidden Dimension,Entire Graph,Graph Neural Network Model,Pretext Task,Dependency Graph,Constant State Of Flux,Graph Classification,Transfer Learning,Applying Transfer Learning,Final Task,Self-supervised Learning,Scientific Software

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