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Awesome Automl And Lightweight ModelsA list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
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AutokerasAutoML library for deep learning
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BossNAS(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
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NniAn open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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DevolGenetic neural architecture search with Keras
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Nas Bench 201NAS-Bench-201 API and Instruction
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AutodlAutomated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
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Morph NetFast & Simple Resource-Constrained Learning of Deep Network Structure
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