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powerai / packages

Package Name Access Summary Updated
r-survival public Contains the core survival analysis routines, including definition of Surv objects, Kaplan-Meier and Aalen-Johansen (multi-state) curves, Cox models, and parametric accelerated failure time models. 2025-03-25
r-mitools public Tools to perform analyses and combine results from multiple-imputation datasets. 2025-03-25
r-minqa public Derivative-free optimization by quadratic approximation based on an interface to Fortran implementations by M. J. D. Powell. 2025-03-25
r-rcpp public The 'Rcpp' package provides R functions as well as C++ classes which offer a seamless integration of R and C++. Many R data types and objects can be mapped back and forth to C++ equivalents which facilitates both writing of new code as well as easier integration of third-party libraries. Documentation about 'Rcpp' is provided by several vignettes included in this package, via the 'Rcpp Gallery' site at <http://gallery.rcpp.org>, the paper by Eddelbuettel and Francois (2011, <doi:10.18637/jss.v040.i08>), the book by Eddelbuettel (2013, <doi:10.1007/978-1-4614-6868-4>) and the paper by Eddelbuettel and Balamuta (2018, <doi:10.1080/00031305.2017.1375990>); see 'citation("Rcpp")' for details. 2025-03-25
r-matrix public A rich hierarchy of matrix classes, including triangular, symmetric, and diagonal matrices, both dense and sparse and with pattern, logical and numeric entries. Numerous methods for and operations on these matrices, using 'LAPACK' and 'SuiteSparse' libraries. 2025-03-25
sacrebleu public Reference BLEU implementation 2025-03-25
r-lattice public A powerful and elegant high-level data visualization system inspired by Trellis graphics, with an emphasis on multivariate data. Lattice is sufficient for typical graphics needs, and is also flexible enough to handle most nonstandard requirements. See ?Lattice for an introduction. 2025-03-25
r-synth public Implements the synthetic control group method for comparative case studies as described in Abadie and Gardeazabal (2003) and Abadie, Diamond, and Hainmueller (2010, 2011, 2014). The synthetic control method allows for effect estimation in settings where a single unit (a state, country, firm, etc.) is exposed to an event or intervention. It provides a data-driven procedure to construct synthetic control units based on a weighted combination of comparison units that approximates the characteristics of the unit that is exposed to the intervention. A combination of comparison units often provides a better comparison for the unit exposed to the intervention than any comparison unit alone. 2025-03-25
r-kernlab public Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods 'kernlab' includes Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver. 2025-03-25
fastbpe public Fast BPE 2025-03-25
spacy public Industrial-strength Natural Language Processing 2025-03-25
sentencepiece public An unsupervised text tokenizer and detokenizer mainly for Neural Network-based text generation systems. 2025-03-25
bazel public build system originally authored by Google 2025-03-25
zip public simple program for unzipping files 2025-03-25
java-openjdk-ppc64le public (CDT) OpenJDK Runtime Environment 2025-03-25
r-base public R is a free software environment for statistical computing and graphics. 2025-03-25
libice-devel-cos7-ppc64le public (CDT) X.Org X11 ICE development package 2025-03-25
libice-cos7-ppc64le public (CDT) X.Org X11 ICE runtime library 2025-03-25
libsm-devel-cos7-ppc64le public (CD) X.Org X11 SM development package 2025-03-25
libsm-cos7-ppc64le public (CDT) X.Org X11 SM runtime library 2025-03-25
libxt-devel-cos7-ppc64le public (CDT) X.org X11 libXt development package 2025-03-25
libxt-cos7-ppc64le public (CDT) X.org X11 libXt runtime library 2025-03-25
texlive-core public An easy way to get up and running with the TeX document production system. 2025-03-25
tktable public Tktable is a 2D editable table widget 2025-03-25
tensorflow-datasets public A collection of datasets ready to use with TensorFlow 2025-03-25

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