Community Sharings

In addtion to the official tutorilas and examples, we encourage community contributors to share their AutoML practices especially the NNI usage practices from their experience.

• NNI in Recommenders
• Automatically tuning SPTAG with NNI
• Neural Architecture Search Comparison
  • Experiment Description
  • NAS Performance
  • Reference
• Hyper-parameter Tuning Algorithm Comparsion
  • AutoGBDT Example
  • RocksDB Benchmark ‘fillrandom’ and ‘readrandom’
• Parallelizing Optimization for TPE
  • Introduction and Problems
  • Research solution
  • Experiment
  • References
• Automatically tune systems with NNI
• NNI review article from Zhihu: - By Garvin Li
  • 01 Overview of AutoML
  • 02 Overview of NNI
  • 03 Details of NNI-AutoFeatureENG
  • 04 Feature Exploration
  • 05 Feature selection
  • 06 Summary
  • Suggestions to NNI