**NNI (Neural Network Intelligence)** is a lightweight but powerful toolkit to help users **automate**<ahref="docs/en_US/FeatureEngineering/Overview.md">Feature Engineering</a>, <ahref="docs/en_US/NAS/Overview.md">Neural Architecture Search</a>, <ahref="docs/en_US/Tuner/BuiltinTuner.md">Hyperparameter Tuning</a> and <ahref="docs/en_US/Compressor/Overview.md">Model Compression</a>.
**NNI (Neural Network Intelligence)** is a lightweight but powerful toolkit to help users **automate**<ahref="docs/en_US/FeatureEngineering/Overview.md">Feature Engineering</a>, <ahref="docs/en_US/NAS/Overview.md">Neural Architecture Search</a>, <ahref="docs/en_US/Tuner/BuiltinTuner.md">Hyperparameter Tuning</a> and <ahref="docs/en_US/Compressor/Overview.md">Model Compression</a>.
The tool manages automated machine learning (AutoML) experiments, **dispatches and runs** experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in **different training environments** like <ahref="docs/en_US/TrainingService/LocalMode.md">Local Machine</a>, <ahref="docs/en_US/TrainingService/RemoteMachineMode.md">Remote Servers</a>, <ahref="docs/en_US/TrainingService/PaiMode.md">OpenPAI</a>, <ahref="docs/en_US/TrainingService/KubeflowMode.md">Kubeflow</a>, <ahref="docs/en_US/TrainingService/FrameworkControllerMode.md">FrameworkController on K8S (AKS etc.)</a> and other cloud options.
The tool manages automated machine learning (AutoML) experiments, **dispatches and runs** experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in **different training environments** like <ahref="docs/en_US/TrainingService/LocalMode.md">Local Machine</a>, <ahref="docs/en_US/TrainingService/RemoteMachineMode.md">Remote Servers</a>, <ahref="docs/en_US/TrainingService/PaiMode.md">OpenPAI</a>, <ahref="docs/en_US/TrainingService/KubeflowMode.md">Kubeflow</a>, <ahref="docs/en_US/TrainingService/FrameworkControllerMode.md">FrameworkController on K8S (AKS etc.)</a>, <ahref="docs/en_US/TrainingService/DLTSMode.md">DLWorkspace (aka. DLTS)</a> and other cloud options.
## **Who should consider using NNI**
## **Who should consider using NNI**
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