This is the Linux app named NGBoost whose latest release can be downloaded as ngboost-0.5.6.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
NGBoost
DESCRIPTION:
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
This is an application that can also be fetched from https://sourceforge.net/projects/ngboost.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.