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The Fuzzy Labs guide to the universe of open source MLOps

License: Apache License 2.0

datascience devops infrastructure machine-learning machinelearning mlops

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awesome-open-mlops's Issues

Deepchecks library

Deepchecks is open source tool for testing and validating machine learning models and data. The 3 checks supported in different phases of ML pipeline are

  • Data Integrity (between ingestion and preprocessing step)
  • Train-Test Validation (Distribution and Methodology Checks) (between preprocessing and training step)
  • Model Performance Evaluation (evaluation step)

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