auto sklearn online with Winfy

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: