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TSCC 0.1.0 documentation

  • Getting Started
  • Usage
  • API-Reference
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  • TSCC
  • Getting Started
  • Usage
  • API-Reference
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  • TSCC
  • API-Reference

API-Reference#

The individual package modules are listed below. You find a description of individual functionalities, parameter options as well as the output together with small examples.

Preprocessing#

  • General preprocessing methods
  • Feature generation methods
  • Synthetic error generation

Exploration#

  • Events
  • General exploration methods

Detection#

  • Observation reliability
  • Statistical error detection
  • Machine learning error detection
  • Baseline error detection

Correction#

  • Statistical error correction
  • Machine learning error correction
  • Baseline error correction

Assessment#

  • Data quality coefficients
  • Model evaluation error metrics
  • Evaluation wrapper
On this page
  • Preprocessing
  • Exploration
  • Detection
  • Correction
  • Assessment

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