auto sklearn

We have hosted the application auto sklearn in order to run this application in our online workstations with Wine or directly.

Quick description about auto sklearn:

auto-sklearn is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator. auto-sklearn frees a machine learning user from algorithm selection and hyperparameter tuning. It leverages recent advantages in Bayesian optimization, meta-learning and ensemble construction. Auto-sklearn 2.0 includes latest research on automatically configuring the AutoML system itself and contains a multitude of improvements which speed up the fitting the AutoML system. auto-sklearn 2.0 works the same way as regular auto-sklearn. auto-sklearn is licensed the same way as scikit-learn, namely the 3-clause BSD license.

Features:

• Supports practitioners and researchers with the tedious task of designing machine learning pipelines
• Enables AutoML systems to work well on large datasets under rigid time limits
• PoSH Auto-sklearn introduces even more ways of running AutoML
• auto-sklearn frees a machine learning user from algorithm selection and hyperparameter tuning
• auto-sklearn is licensed the same way as scikit-learn, namely the 3-clause BSD license

Programming Language: Python.
Categories: