Mesh Predictor#

Tensorflow and optuna-based utility to learn to predict several quantities (position, deviation, thickness) based on a set of process parameters used to generate FEM simulations.

Installation#

Dependencies:

numpy
pandas
matplotlib
scikit-learn
ipywidgets
tensorflow >=2.6
optuna

pip install git+https://github.com/hamkerlab/ML-Karoprod-MeshPredictor.git@master