There is a regression task with multiple continuous outputs.
The task has been solved with 3 approaches: CNN with using the data generators, Sequential DNN model and Multiple output model with functional keras API.
The problem formalization and the first approach are here https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/Problem_formalization_and_CNN_based_solution.ipynb
The output is in the csv-file https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/output_CNN.csv
The second approach (Sequential DNN model) is here https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/Sequential_model.ipynb
The output is in the csv-file https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/output_Sequential_model.csv
The third approach (Multiple output model with functional keras API) is here https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/Multioutput_model_Functional_API.ipynb
The output is in the csv-file https://github.com/NataliiaMatsiuk/NN-for-predicting-continuous-values/blob/main/output_multioutput_func_model.csv