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NTQR 0.8 documentation

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NTQR 0.8 documentation

Contents:

A high-level, conceptual explanation of NTQR logic
The Possible and Consistent Evaluation Sets
The Algebra and Geometry of the Axioms of Unsupervised Evaluation
Logical Alarms for Misaligned Classifiers
How many independent evaluation axioms are there?
Evaluation is Easier than Decision
Formal Verification of Unsupervised Evaluations
The Exact, Algebraic Solution for Error Independent Binary Classifiers
Grading LLMs with NTQR Logic
Evaluating LLMs that grade other LLMs
API Reference
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- ntqr
  Toggle navigation of ntqr
  - ntqr.alarms
  - ntqr.algebra
  - ntqr.evaluations
  - ntqr.labels
  - ntqr.plots
  - ntqr.r2
    Toggle navigation of ntqr.r2
  - ntqr.r3
    Toggle navigation of ntqr.r3
    - ntqr.r3.evaluations
    - ntqr.r3.raxioms
  - ntqr.raxioms
  - ntqr.statistics
  - ntqr.testsketches

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ntqr.r2.examples¶

@author: Andrés Corrada-Emmanuel.

Attributes¶

uciadult_label_counts

Module Contents¶

ntqr.r2.examples.uciadult_label_counts: ntqr.r2.datasketches.LabelVoteCounts¶

ntqr.r2.paxioms

ntqr.r2.evaluators

Copyright © 2026, Andrés Corrada-Emmanuel, Walker Lee, Adam Sloat

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ntqr.r2.examples
- Attributes
- Module Contents
  - uciadult_label_counts