Showing 8 of total 8 results (show query)
bioc
Biostrings:Efficient manipulation of biological strings
Memory efficient string containers, string matching algorithms, and other utilities, for fast manipulation of large biological sequences or sets of sequences.
Maintained by Hervé Pagès. Last updated 1 months ago.
sequencematchingalignmentsequencinggeneticsdataimportdatarepresentationinfrastructurebioconductor-packagecore-package
62 stars 17.77 score 8.6k scripts 1.2k dependents
mhahsler
arules:Mining Association Rules and Frequent Itemsets
Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides C implementations of the association mining algorithms Apriori and Eclat. Hahsler, Gruen and Hornik (2005) <doi:10.18637/jss.v014.i15>.
Maintained by Michael Hahsler. Last updated 2 months ago.
arulesassociation-rulesfrequent-itemsets
194 stars 13.99 score 3.3k scripts 28 dependentsbioc
PROcess:Ciphergen SELDI-TOF Processing
A package for processing protein mass spectrometry data.
Maintained by Xiaochun Li. Last updated 5 months ago.
immunooncologymassspectrometryproteomics
6.04 score 552 scriptsbioc
evaluomeR:Evaluation of Bioinformatics Metrics
Evaluating the reliability of your own metrics and the measurements done on your own datasets by analysing the stability and goodness of the classifications of such metrics.
Maintained by José Antonio Bernabé-Díaz. Last updated 5 months ago.
clusteringclassificationfeatureextractionassessmentclustering-evaluationevaluomeevaluomermetrics
4.82 score 33 scriptsbioc
R453Plus1Toolbox:A package for importing and analyzing data from Roche's Genome Sequencer System
The R453Plus1 Toolbox comprises useful functions for the analysis of data generated by Roche's 454 sequencing platform. It adds functions for quality assurance as well as for annotation and visualization of detected variants, complementing the software tools shipped by Roche with their product. Further, a pipeline for the detection of structural variants is provided.
Maintained by Hans-Ulrich Klein. Last updated 5 months ago.
sequencinginfrastructuredataimportdatarepresentationvisualizationqualitycontrolreportwriting
3.48 score 10 scripts
cran
SOMbrero:SOM Bound to Realize Euclidean and Relational Outputs
The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) <isbn:3-540-67921-9>, Olteanu & Villa-Vialaneix (2005) <doi:10.1016/j.neucom.2013.11.047> and Cottrell et al (2004) <doi:10.1016/j.neunet.2004.07.010>. The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.
Maintained by Nathalie Vialaneix. Last updated 1 years ago.
1 stars 3.26 score 1 dependentscran
multisensi:Multivariate Sensitivity Analysis
Functions to perform sensitivity analysis on a model with multivariate output.
Maintained by Hervé Monod. Last updated 7 years ago.
1 stars 2.00 scorecran
SISIR:Select Intervals Suited for Functional Regression
Interval fusion and selection procedures for regression with functional inputs. Methods include a semiparametric approach based on Sliced Inverse Regression (SIR), as described in <doi:10.1007/s11222-018-9806-6> (standard ridge and sparse SIR are also included in the package) and a random forest based approach, as described in <doi:10.1002/sam.11705>.
Maintained by Nathalie Vialaneix. Last updated 7 months ago.
1.00 score