Machine Learning Validation via Rational Dataset Sampling with astartes

Author:

Burns Jackson W.ORCID,Spiekermann Kevin A.ORCID,Bhattacharjee HimaghnaORCID,Vlachos Dionisios G.ORCID,Green William H.ORCID

Publisher

The Open Journal

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference32 articles.

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2. Géron, A. (2019). Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O’Reilly Media, Inc.

3. Ramsundar, B., Eastman, P., Walters, P., & Pande, V. (2019). Deep learning for the life sciences: Applying deep learning to genomics, microscopy, drug discovery, and more. O’Reilly Media, Inc.

4. Lakshmanan, V., Robinson, S., & Munn, M. (2020). Machine learning design patterns: Solutions to common challenges in data preparation, model building, and MLOps. O’Reilly Media, Inc.

5. Huyen, C. (2022). Designing machine learning systems: An iterative process for production-ready applications. O’Reilly Media, Inc.

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