Optuna

Calculating daily mean temperatures with scikit-learn

The goal is of this post is to predict the daily mean air temperature TAVG from the following climate data variables: maximum and minimum daily temperatures and daily precipitation, using Python and some machine learning techniques available in…


Minimizing continuous non-convex functions with Optuna

In this post, we are going to deal with single-objective continuous optimization problems, using the open-source Optuna Python package. Here is a very short description of this library from their github repository: Optuna is an automatic…