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README.md

ConvNet

Overview

This repository contains 3 case studies:

  • quadrotor (the optimal control, 1D CNN)
  • eastman (the multivariate process monitoring, 2D CNN)
  • solvent (the molecular simulations, 3D CNN)

The jupyter notebook in each code directory contains all reproducible scripts.

Requirements

Python 3.6, Tensorflow 1.14