Autoprognosis

Code for the ICML 2018 paper: "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", by A. M. Alaa and M. van der Schaar.
Alternatives To Autoprognosis
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Botorch2,880402 months ago42December 09, 202369mitJupyter Notebook
Bayesian optimization in PyTorch
Ax2,2172262 months ago39December 09, 202368mitPython
Adaptive Experimentation Platform
Spearmint1,334
4 years ago75otherPython
Spearmint Bayesian optimization codebase
Spearmint1,310
7 years ago47Python
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
Simple432
6 years ago3agpl-3.0Python
Experimental Global Optimization Algorithm
Robo381
5 years ago16bsd-3-clausePython
RoBO: a Robust Bayesian Optimization framework
Bayesopt34931a year ago3June 30, 20177agpl-3.0C++
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
Btrack27657 months ago32August 10, 202348mitPython
Bayesian multi-object tracking
Goptuna24047 months ago27September 09, 202313mitGo
A hyperparameter optimization framework, inspired by Optuna.
Pygpgo235
12 years ago5July 27, 20216mitPython
Bayesian optimization for Python
Alternatives To Autoprognosis
Select To Compare


Alternative Project Comparisons
Popular Optimization Projects
Popular Bayesian Projects
Popular Software Performance Categories
Related Searches

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Python
Optimization
Bayesian
Automl
Bayesian Optimization
Automated Machine Learning