NannyML
v0.4.1
Contents:
Quickstart
Tutorials
How It Works
Examples
Troubleshooting
Datasets
Glossary
API reference
Contributing
NannyML
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Welcome to NannyML’s documentation!
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Welcome to NannyML’s documentation!
Contents:
Quickstart
What is NannyML?
Installing NannyML
Content of quickstart
Just the code
Walk through the quickstart
Insights and Follow Ups
Tutorials
Setting Up
Estimating Performance
Monitoring Realized Performance
Comparing Estimated and Realized Performance
Detecting Data Drift
Adjusting Plots
How It Works
Metadata extraction
Data Reconstruction with PCA
Confidence-based Performance Estimation (CBPE)
Chunking data
Examples
Binary Classification: California Housing Dataset
Troubleshooting
Dealing with a MissingMetadataException
Datasets
Synthetic Binary Classification Dataset
Synthetic Multiclass Classification Dataset
California Housing Dataset
Glossary
API reference
nannyml package
Contributing
Types of Contributions
Get Started!
Pull Request Guidelines
Tips
Deploying
Indices and tables
Index
Module Index
Search Page
Read the Docs
v: v0.4.1
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