Stars
PROM is an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment.
CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dynamic program execution traces.
Making large AI models cheaper, faster and more accessible
FUNDED is a novel learning framework for building vulnerability detection models.
SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motivation behind this is that in software development and maintena…
A curated list of awesome ARKit projects and resources. Feel free to contribute!
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)