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Add JSON IO for various components. #4732

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Commits on Dec 18, 2019

  1. Implement JSON IO for XGBoost.

    * Add tests for JSON IO in both CXX.
    * Rigorous tests for training continuation.
    * Add basic documentation for the serialization format.
    trivialfis committed Dec 18, 2019
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  2. Basic R implementation.

    trivialfis committed Dec 18, 2019
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  3. Use new API for R package.

    trivialfis committed Dec 18, 2019
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