18.8 Going Forward

20201025 The concept of mlhub as a generic toolkit may indicate the evolution of the command line interface to focus on the command and reduce the focus of the model itself, so that a command like ocr will use any model that has an ocr command, and if there are multiple, then have the concept of a preferred model overridden by a command line option:

$ ml ocr myscript.png
Williams, Graham J. 2011. Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery. Use R! New York: Springer.
Yang, Linjie, Ping Luo, Chen Change Loy, and Xiaoou Tang. 2015. “A Large-Scale Car Dataset for Fine-Grained Categorization and Verification.” Computer Vision and Pattern Recognition.

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