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pyDVL is in an early stage of development. Expect changes to functionality and the API until version 1.0.0.

pyDVL

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aai-institute/pyDVL

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Data Valuation
The Influence Function
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pyDVL

aai-institute/pyDVL

Home
Getting Started
Getting Started
Data Valuation
Data Valuation
The Influence Function
The Influence Function
- Influence Function Model
- Scaling Computation
Examples
Examples
- Data Valuation
  Data Valuation
- Influence Function
  Influence Function
Code
Code
- API Reference
  API Reference
  - Data Valuation
    
    Data Valuation
    
    Base
    
    Dataset
    
    Games
    
    Parallel
    
    Result
    
    Stopping
    
    Types
    
    Samplers
    Samplers
    
    Base
    
    Classwise
    
    Msr
    
    Owen
    
    Permutation
    
    Powerset
    
    Stratified
    
    Truncation
    
    Utils
    
    Scorers
    Scorers
    
    Base
    
    Classwise
    
    Supervised
    
    Utils
    
    Utility
    Utility
    
    Base
    
    Classwise
    
    Deepset
    
    Knn
    
    Learning
    
    Modelutility
  - Influence Function
    
    Influence Function
    
    Array
    
    Base influence function model
    
    Influence calculator
    
    Types
  - Reporting
    Reporting
    
    Plots
    
    Point removal
    
    Scores
  - Utilities
    
    Utilities
    
    Caching
    Caching
    
    Base
    
    Config
    
    Disk
    
    Memcached
    
    Memory
    
    Exceptions
    
    Functional
    
    Numeric
    
    Progress
    
    Status
- Contributing
  Contributing
  - Changelog
Methods
Glossary

Deprecation notice

This module is deprecated since v0.10.0 in favor of pydvl.valuation.

pydvl.value.loo ¶

2025-04-10 2025-04-10

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