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Synthetic Datasets for Numeric Uncertainty Quantification

The Source of Dataset with Generation Script

We 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 Datasets

Train Shallow NNs

The 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 RVFL

The 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.

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