MOOP_CODE

Implementations of Multi-Objective Optimization Problem.

MMOE

The directory contains the implementation of Multi-gate Mixture-of-Experts model in PyTorch with the census-income dataset from UCI.

data

Please Download the dataset, copy/cup the adult.data, adult.test and paste them in this sub-directory. Run

python3 data.py

to obtain the marital-status-train(\valid\test).csv for further usage.

DNN

DNN serves as the Single-Task model with layers (96 $\to$ 32 $\to$ 1).