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Synthetic Datasets for Numeric Uncertainty Quantification

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NIAID Data Ecosystem2026-03-12 收录
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https://figshare.com/articles/dataset/Synthetic_Datasets_for_Numeric_Uncertainty_Quantification/16528650
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Synthetic Datasets for Numeric Uncertainty QuantificationThe Source of Dataset with Generation ScriptWe generate these synthetic datasets with the help of the following python script in the Kaggle. https://www.kaggle.com/dipuk0506/toy-dataset-for-regression-and-uq How to Use DatasetsTrain Shallow NNsThe following notebook presents how to train Shallow NNs. https://www.kaggle.com/dipuk0506/shallow-nn-on-toy-datasets Version-N of the notebook applies a shallow NN to Data-N. Train RVFLThe following notebook presents how to train Random Vector Functional Link (RVFL) Networks. https://www.kaggle.com/dipuk0506/shallow-nn-on-toy-datasets Version-N of the notebook applies an RVFL network to Data-N.
创建时间:
2021-08-28
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