ngboost

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

Quick description about ngboost:

ngboost is a Python library that implements Natural Gradient Boosting, as described in "NGBoost: Natural Gradient Boosting for Probabilistic Prediction". It is built on top of Scikit-Learn and is designed to be scalable and modular with respect to the choice of proper scoring rule, distribution, and base learner. A didactic introduction to the methodology underlying NGBoost is available in this slide deck.

Features:

• Natural Gradient Boosting for Probabilistic Prediction
• Probabilistic regression examples
• Documentation available
• Details on available distributions, scoring rules, learners, tuning, and model interpretation
• Licensed under the Apache License

Programming Language: Python.
Categories: