Author: yoh-guest Date: Tue Jun 8 14:16:49 2010 New Revision: 2198 URL: http://svn.debian.org/viewsvn/blends?rev=2198&view=rev
Log: Adding machine-learning task (and wiping 1 trailing space in config/control) Added: projects/science/trunk/debian-science/tasks/machine-learning Modified: projects/science/trunk/debian-science/config/control Modified: projects/science/trunk/debian-science/config/control URL: http://svn.debian.org/viewsvn/blends/projects/science/trunk/debian-science/config/control?rev=2198&view=diff&r1=2198&r2=2197&p1=projects/science/trunk/debian-science/config/control&p2=projects/science/trunk/debian-science/config/control ============================================================================== --- projects/science/trunk/debian-science/config/control (original) +++ projects/science/trunk/debian-science/config/control Tue Jun 8 14:16:49 2010 @@ -19,11 +19,12 @@ engineering applications * science-geography packages related to geography * science-linguistics packages related to linguistics + * science-machine-learning packages related to machine learning * science-mathematics packages related to mathematics * science-mathematics-dev packages related to development of mathematical applications * science-meteorology packages related to meteorology and climate - * science-meteorology-dev packages related to the development of + * science-meteorology-dev packages related to the development of meteorology and climate applications * science-neuroscience-cognitive packages related to cognitive neuroscience Added: projects/science/trunk/debian-science/tasks/machine-learning ============================================================================== --- (empty file) +++ projects/science/trunk/debian-science/tasks/machine-learning Tue Jun 8 14:16:49 2010 @@ -0,0 +1,58 @@ +Task: Machine Learning +Description: Debian Science Machine Learning packages + This metapackage will install Debian packages which might be useful for + scientists interested in machine learning. Included packages range + from knowledge-based (expert) inference systems to software + implementing dominant nowadays statistical methods. + +Depends: python-pyke, gprolog, yap +Comments: Prolog (and alike) systems for inductive reasoning + +Depends: libtorch3-dev + +Depends: libshogun-dev, libfann-dev, libsvm-dev, libcomplearn-dev +Comment: above libraries have also variety of interfaces to high-level + scripting languages (e.g. Python) and even possibly some interactive GUI + +Depends: python-scikits-learn, python-mdp, python-mlpy +Comment: Native Python toolkits + +Depends: weka + +Depends: vowpal-wabbit + +Depends: r-cran-mass, r-cran-bayesm, r-cran-class, r-cran-cluster, + r-cran-msm +Comment: R packages + +Depends: python-mvpa +Why: Framework for statistical learning analysis of large datasets. +Published-Title: PyMVPA: a unifying approach to the analysis of neuroscientific data +Published-Authors: Michael Hanke, Yaroslav O. Halchenko, Per B. Sederberg, Emanuele Olivetti, Ingo Fründ, Jochem W. Rieger, Christoph S. Herrmann, James V. Haxby, Stephen José Hanson, Stefan Pollmann +Published-In: Frontiers in Neuroinformatics, 3:3 +Published-Year: 2009 +Published-URL: http://www.frontiersin.org/neuroinformatics/paper/10.3389/neuro.11/003.2009/ +Published-DOI: 10.3389/neuro.11.003.2009 + + +Depends: python-scikits-statsmodels +Homepage: http://statsmodels.sourceforge.net/ +Language: Python +License: BSD +Responsible: Yaroslav Halchenko <[email protected]> +Pkg-URL: http://neuro.debian.net/pkgs/python-scikits-statsmodels.html +WNPP: 570604 +Why: Statistical models +Description: classes and functions for the estimation of statistical models + scikits.statsmodels is a pure Python package that provides classes + and functions for the estimation of several categories of statistical + models. These currently include linear regression models, OLS, GLS, + WLS and GLS with AR(p) errors, generalized linear models for six + distribution families and M-estimators for robust linear models. An + extensive list of result statistics are available for each estimation + problem. + +Suggests: science-statistics + +Suggests: science-typesetting +Meta-Suggests: svn://svn.debian.org/blends/projects/science/trunk/debian-science/tasks/typesetting _______________________________________________ Blends-commit mailing list [email protected] http://lists.alioth.debian.org/mailman/listinfo/blends-commit
