Synthetic Datasets for Numeric Uncertainty Quantification

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-uqHow to Use DatasetsTrain Shallow NNsThe following notebook presents how to train Shallow NNs.https://www.kaggle.com/dipuk0506/shallow-nn-on-toy-datasetsVersion-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-datasetsVersion-N of the notebook applies an RVFL network to Data-N.