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Basic Machine Learning and Optimization

Basic Machine Learning

👉Slides

Basic Optimization

👉Slides

Optimization with OR-Tools

There are plenty of modules for optimization in Python. One of the most popular is OR-Tools. It is a Google product and is open source. It is also available in many other programming languages.

Although we could install OR-Tools in our DCCG environment, we will create a new environment for OR-Tools to simplify the installation time.

conda create -n DCCG-optim python=3.9 deap pymoo scikit-learn
conda activate DCCG-optim
python -m pip install ortools