microsoft/nni
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Builder
Microsoft
microsoft • big-tech
Stars
14,354
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Forks
1,860
Using upstream fork count
Open Issues
0
Activity Score
0/100
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Created
Jun 1, 2018
Project creation date
README Summary
<div align="center"> <img src="docs/img/nni_logo.png" width="600"/> </div>
Community Evaluation
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Automated Machine Learning (AutoML)Bayesian OptimizationDistributed TrainingEvolutionary AlgorithmsFeature Engineering AutomationHyperparameter OptimizationKnowledge DistillationModel Compression and PruningModel QuantizationMulti-objective OptimizationNeural Architecture Search (NAS)
Tags
Automated Machine Learning (AutoML)Bayesian OptimizationDistributed TrainingEvolutionary AlgorithmsFeature Engineering AutomationHyperparameter OptimizationKnowledge DistillationModel Compression and PruningModel QuantizationMulti-objective OptimizationNeural Architecture Search (NAS)APIDeep LearningForkedKubeflowKubernetesMachine LearningOpen SourcePyTorchPythonQuantizationResearch / PapersScikit-learnTensorFlow
Taxonomy
AI Trends
category
Deployment Context
Modalities
Skill Areas
tag
Recent Activity
Updated 1 years ago
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Quality
production- Quality
- high
- Maturity
- production
Categories
MLOps & InfrastructurePrimaryDev Tools & AutomationLearning ResourcesFoundation ModelsModel TrainingML Platform & InfrastructureData Science & AnalyticsSearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencyScale & ReliabilityDeveloper Platform
Languages
Python100.0%
Timeline
- Project created
- Jun 1, 2018
- Forked
- Mar 13, 2026
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Jul 3, 2024
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