Shypd.aiThe largest open index of AI toolsAwesome-AutoML-and-Lightweight-Models is an academic research tool that curates high-quality works in AutoML and lightweight models. It provides information on neural architecture search, model compression, and hyperparameter optimization.
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Awesome-AutoML-and-Lightweight-Models is a comprehensive GitHub repository that curates high-quality and recent works in the field of Automated Machine Learning (AutoML) and lightweight models. It serves as a valuable resource for researchers and practitioners, categorizing information into key areas such as Neural Architecture Search, Lightweight Structures, Model Compression, Quantization and Acceleration, Hyperparameter Optimization, and Automated Feature Engineering. The repository includes links to papers and associated code repositories (often in PyTorch or TensorFlow), making it easy to explore and implement the discussed techniques. It is continuously updated, welcoming contributions to ensure it remains a current and relevant resource for the AutoML research community.
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