Showing 3 of total 3 results (show query)
mlopez-ibanez
irace:Iterated Racing for Automatic Algorithm Configuration
Iterated race is an extension of the Iterated F-race method for the automatic configuration of optimization algorithms, that is, (offline) tuning their parameters by finding the most appropriate settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) <doi:10.1016/j.orp.2016.09.002>.
Maintained by Manuel López-Ibáñez. Last updated 2 months ago.
algorithm-configurationhyperparameter-tuningiraceoptimization-algorithms
63 stars 10.20 score 103 scripts 1 dependents
kleinomicslab
mrbin:Metabolomics Data Analysis Functions
A collection of functions for processing and analyzing metabolite data. The namesake function mrbin() converts 1D or 2D Nuclear Magnetic Resonance data into a matrix of values suitable for further data analysis and performs basic processing steps in a reproducible way. Negative values, a common issue in such data, can be replaced by positive values (<doi:10.1021/acs.jproteome.0c00684>). All used parameters are stored in a readable text file and can be restored from that file to enable exact reproduction of the data at a later time. The function fia() ranks features according to their impact on classifier models, especially artificial neural network models.
Maintained by Matthias Klein. Last updated 21 days ago.
artificial-neural-networksfeature-extractionmetabolomicsnmr
2 stars 4.00 score 4 scripts
bioc
IMPCdata:Retrieves data from IMPC database
Package contains methods for data retrieval from IMPC Database.
Maintained by Jeremy Mason. Last updated 5 months ago.
3.30 score 4 scripts