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.

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Builder

Microsoft

microsoft • big-tech

Stars

14,348

Using upstream star count

Forks

1,855

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Jun 1, 2018

Project creation date

README Summary

NNI (Neural Network Intelligence) is Microsoft's open source AutoML toolkit designed to automate the entire machine learning lifecycle. It provides comprehensive tools for feature engineering, neural architecture search, model compression, and hyperparameter tuning. The toolkit aims to help both researchers and developers efficiently optimize their machine learning models and workflows.

AI Dev Skills

Unmapped

Tags

Automated Machine Learning (AutoML)Hyperparameter OptimizationNeural Architecture Search (NAS)Model Compression and PruningFeature Engineering AutomationBayesian OptimizationEvolutionary AlgorithmsMulti-objective OptimizationDistributed TrainingModel QuantizationKnowledge DistillationDistributed ComputingMulti-objective model optimizationMLOps and Experiment ManagementModel Efficiency and CompressionAutomated Machine LearningModel performance benchmarkingTabularAutomated neural architecture searchImageOn-premiseDistributed hyperparameter searchFeature selection and engineering automationCloudTextModel compression for edge deploymentSelf-hostedNeural Architecture SearchHyperparameter tuning for deep learning modelsTime SeriesPython

Recent Activity

Updated 1 years ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Scale & 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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nni