752262c
 compositor.
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Description-md5: 80eed204d4af6516999d0eb36fc82784
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752246c
 compositor.
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Description-md5: 63e860cb9d6cefc583c43b44fac71397
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Package: libukui-service-interface-dev
Description-md5: fd6928e028c3f91ebc803a57474a8534
Description-en: development files for UKUI service interface library
 This package contains header files and other development resources for
 building applications and plugins against libukui-service-interface.

Package: libukui-service-interface0
Description-md5: f19455c2ace8ab319200ad176330a47b
Description-en: runtime library for UKUI service interface
 This package provides the shared library implementing the UKUI service
 interface used by service manager components and related modules at runtime.

Package: ukui-service-manager
Description-md5: 74c20c06a3d3bc20ddacfe0949a82a2e
Description-en: UKUI session and system service management tools
 This package provides the UKUI service manager executables and helper tools.
 .
 It includes components for registering, launching and managing user-session
 and system services through systemd and D-Bus integration.
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Package: libukuiinputgatherclient-dev
Description-md5: 5582b704046833e9beb62cce36766371
Description-en: provide development files of libukuiinputgatherclient
 The libukuiinputgatherclient is a library to provides interfaces
 that allow applications to interact with ukui-input-gather service
 such as get event from ukui-input-gather.
 Contains development files for libukuiinputgatherclient.

Package: libukuiinputgatherclient1
Description-md5: 4b08879bb390de0ddb24000ae482165a
Description-en: provide library for connect to ukui-input-gather
 The libukuiinputgatherclient is a library to provides interfaces
 that allow applications to interact with ukui-input-gather service
 such as get event from ukui-input-gather.

Package: ukui-input-gather
Description-md5: 44d370d07f793e4dcfabc878f35778b4
Description-en: libinput event distribution service of UKUI
 This service will send some libinput events to the client,
 most graphics frameworks do not send these events to the window,
 such as LIBINPUT_EVENT_SWITCH_TOGGLE. Client can get these event
 without root privileges.

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Package: simplesamlphp
Description-md5: 2b0e1d1a5c3223659eaa56f68ba80662
Description-en: Authentication and federation application supporting several protocols
 simpleSAMLphp, with its support for several authentication mechanisms
 and federation protocols, can be used for local authentication, as a
 service provider or identity provider. It currently supports the
 following protocols:
 .
  * SAML 2.0 as a Service or Identity Provider.
  * Shibboleth 1.3 as a Service or Identity Provider.
  * A-Select as a Service or Identity Provider
  * CAS for remote authentication
  * OpenID as a Provider or Consumer
  * WS-Federation as a Service Provider
 .
 Further authentication providers can be added in form of modules. Other
 features are protocol bridging, eduGAIN compatibility, attribute mapping
 and attribute release consent.
.
670070a
Package: sdrangel
Description-md5: 494ce5d404bb735751356dc9b2f2ca36
Description-en: Qt-based SDR front-end for various devices
 SDR front-end supporting many hardware and software receivers/transmitter,
 including: RTL-SDR, BladeRF, HackRF and others.
 .
 It uses Qt framework and OpenGL for graphical rendering,
 works on many operating systems.
 .
 Supported modes:
  Analog:
   AM, APT, Broadcast FM, DSB, FM, ILS, NTSC, PAL, SSB, VOR
  Digital:
   AIS, ADS-B, APRS, DAB, DVB-S, DVB-S2, FreeDV, Navtex, Packet (AX.25)
 and numerous additional.

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Package: libsail-c++-dev
Description-md5: d8a1437db9e24c74170a35c650606f15
Description-en: SAIL C++ client library (development files)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides high-level SAIL C++ development headers and libraries.

Package: libsail-c++0t64
Description-md5: a6fe8a17e927e4fc4509acc42a2bec7d
Description-en: SAIL C++ client library (shared library)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides high-level SAIL client libraries.

Package: libsail-common-dev
Description-md5: 7a7a7836003a04612dbbd67a9e5bb7f0
Description-en: SAIL common client library (development files)
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package is needed to compile programs against libsail-common0.

Package: libsail-common0t64
Description-md5: a7b42e3f0a94810c906656062f6c7c2f
Description-en: SAIL common client library (shared library)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package contains the shared library.

Package: libsail-dev
Description-md5: ca9141f5109516771dc1a017fd6c654f
Description-en: SAIL client library (development files)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides high-level SAIL development headers and libraries.

Package: libsail-manip-dev
Description-md5: 764579d2f68a75adf6cc26ee4504513a
Description-en: SAIL image manipulation library (development files)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package is needed to compile programs against libsail-manip0.

Package: libsail-manip0t64
Description-md5: 7877af661f2ab7bf44fc6ff5884e0e3e
Description-en: SAIL image manipulation library (shared library)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides image manipulation functions.
 .
 This package contains the shared library.

Package: libsail0t64
Description-md5: 65412b6a2040da2e8eaeb66b3037deb8
Description-en: SAIL client library (shared library)
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides high-level SAIL client libraries.
 .
 This package contains the shared library.

Package: sail-codecs
Description-md5: d6f34409f450a28160d0fea7eef9c2e4
Description-en: SAIL common image codecs
 SAIL is a fast and lightweight cross-platform image decoding
 and encoding library providing multi-leveled APIs from one-liners
 to complex use-cases with custom I/O sources.
 .
 This package provides low-level SAIL image codecs.

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Package: jless
Description-md5: f9557372778b73ee51b0087d1ab8aecd
Description-en: Command-line JSON viewer
 jless is a command-line JSON viewer.
 Use it as a replacement for whatever combination of less, jq, cat and your
 editor you currently use for viewing JSON files.
 It is written in Rust and can be installed as a single standalone binary.

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Package: librust-hex-conservative-dev
Description-md5: efe29d2f046e60e75470d496accfdce1
Description-en: Hex encoding and decoding - Rust source code
 Source code for Debianized Rust crate "hex-conservative"

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647124a

Package: librust-glidesort-dev
Description-md5: 8eb42327de074f232e6e860a56d3008e
Description-en: Glidesort sorting algorithm - Rust source code
 Source code for Debianized Rust crate "glidesort"
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642795a
Package: librust-cpio-reader-dev
Description-md5: 9024b11dfc56dbe52961401bc171b307
Description-en: Library to read the contents of cpio files
 Source code for Debianized Rust crate "cpio_reader"

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Package: choose
Description-md5: 89d00928da19e852915aea555de5077b
Description-en: human-friendly and fast alternative to cut and (sometimes) awk
 choose is a human-friendly and fast alternative to cut and (sometimes) awk.
 It is not meant to be a drop-in replacement for these tools, but rather a
 simple
 and intuitive tool to reach for when the basics of awk or cut will do, but the
 overhead of getting them to behave should not be necessary.
 .
 Features:
  * terse field selection syntax similar to Python's list slices
  * negative indexing from end of line
  * optional start/end index
  * zero-indexed
  * reverse ranges
  * slightly faster than cut for sufficiently long inputs, much faster than awk
  * regular expression field separators using Rust's regex syntax
 This package contains the following binaries built from the Rust crate
 "choose":
  - choose

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Package: librust-argh-complete-dev
Description-md5: 345c4612c53bff4e2ab3af6a5cbe659d
Description-en: Autocompletion generators for argh-based CLIs - Rust source code
 Source code for Debianized Rust crate "argh_complete"
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617916a
Package: r-cran-rgl
Description-md5: c95123a291f6ca37423390cc343e742b
Description-en: GNU R package for three-dimensional visualisation using OpenGL
 This package provides functions implementing a new graphics device suitable
 for visualisation of GNU R objects in three dimensions using the OpenGL
 libraries.

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Package: r-cran-visnetwork
Description-md5: 332d72c313dd6fda23427ddee0c54227
Description-en: Network Visualization using 'vis.js' Library
 Provides an R interface to the 'vis.js' JavaScript charting
 library. It allows an interactive visualization of networks.

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Package: r-cran-tufte
Description-md5: 344758864dc2c603dec8ef3d2fe22a89
Description-en: Tufte's Styles for R Markdown Documents
 Provides R Markdown output formats to use Tufte styles for PDF and HTML output.

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Package: r-cran-threejs
Description-md5: 8689cf460648db49ecfaf8cd50dd62f3
Description-en: GNU R interactive 3D scatter plots, networks and globes
 This package provides a GNU R interface the 'three.js' visualization
 library to create interactive 3D scatter plots, network plots.
 See https://threejs.org.

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610178a
Package: r-cran-statcheck
Description-md5: 36f14316b797dc1f7f22b074ca4cd69b
Description-en: GNU R functions for extraction of statistics from articles and recomputing p values
 GNU R package for extraction of statistical references from a directory with
 HTML and PDF files.  The package extracts statistical values (t and F
 statistics) from PDF files.  The "pdftotext" program is used to convert PDF
 files to plain text files.  By default a gui window is opened that allows
 you to choose the directory (using tcltk).

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Package: r-cran-sparr
Description-md5: 4d71906155f0f6dd4b6c2f1abb95e0f2
Description-en: GNU R spatial and spatiotemporal relative risk
 Provides functions to estimate kernel-smoothed spatial and spatio-
 temporal densities and relative risk functions, and perform subsequent
 inference. Methodological details can be found in the accompanying
 tutorial: Davies et al. (2018) <DOI:10.1002/sim.7577>.

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Package: r-cran-shapes
Description-md5: 192e76360cfdea0fea096014d46d5ef4
Description-en: Statistical Shape Analysis
 Routines for the statistical analysis of landmark
 shapes, including Procrustes analysis, graphical displays, principal
 components analysis, permutation and bootstrap tests, thin-plate
 spline transformation grids and comparing covariance matrices.
 See Dryden, I.L. and Mardia, K.V. (2016). Statistical shape analysis,
 with Applications in R (2nd Edition), John Wiley and Sons.

Package: r-cran-shiny
Description-md5: b106fa0cc1085820bce6ee895854a508
Description-en: Web Application Framework for R
 Makes it incredibly easy to build interactive web applications with
 R. Automatic "reactive" binding between inputs and outputs and extensive
 prebuilt widgets make it possible to build beautiful, responsive, and powerful
 applications with minimal effort.

Package: r-cran-shinybs
Description-md5: 77cb87ff1abc3234155d08975c921b94
Description-en: Extra Twitter Bootstrap Components for Shiny
 Adds easy access to additional Twitter Bootstrap components to Shiny.

Package: r-cran-shinycssloaders
Description-md5: 01784573ce2fcd88681ede4eb17bcd92
Description-en: add CSS loading animations to 'shiny' outputs in GNU R
 Create a lightweight Shiny wrapper for the css-loaders created by Luke
 Hass <https://github.com/lukehaas/css-loaders>. Wrapping a Shiny output
 will automatically show a loader when the output is (re)calculating.

Package: r-cran-shinydashboard
Description-md5: 0bc281ca66747425241aa67489053206
Description-en: GNU R create dashboards with 'Shiny'
 This GNU R package enables creations of dashboards with 'Shiny'. This package
 provides a theme on top of 'Shiny', making it easy to create attractive
 dashboards.

Package: r-cran-shinyfiles
Description-md5: e38d61b36ff194b95e20017a5d0c6869
Description-en: GNU R server-side file system viewer for shiny
 Provides functionality for client-side navigation of
 the server side file system in shiny apps. In case the app is running
 locally this gives the user direct access to the file system without the
 need to "download" files to a temporary location. Both file and folder
 selection as well as file saving is available.

Package: r-cran-shinyjs
Description-md5: 698a842b1dae27a931a5b7bafe907076
Description-en: Easily Improve the User Experience of Your Shiny Apps in Seconds
 Perform common useful JavaScript operations in Shiny apps that will greatly
 improve your apps without having to know any JavaScript. Examples include:
 hiding an element, disabling an input, resetting an input back to its
 original value, delaying code execution by a few seconds, and many more useful
 functions for both the end user and the developer. 'shinyjs' can also be used
 to easily call your own custom JavaScript functions from R.

Package: r-cran-shinythemes
Description-md5: 19ed4f9ce9b09be754fa2f5fc9ae054f
Description-en: Themes for Shiny
 Themes for use with Shiny. Includes several Bootstrap themes
 from <http://bootswatch.com/>, which are packaged for use with Shiny
 applications.

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609538a
Package: r-cran-scatterd3
Description-md5: ad9ba35afb9849af53d535e6e8694890
Description-en: D3 JavaScript scatterplot from GNU R
 This GNU R package creates 'D3' 'JavaScript' scatterplots from 'R' with
 interactive features : panning, zooming, tooltips, etc.
 .
 The `scatterD3` package provides an HTML widget based on the `htmlwidgets`
 package and allows one to produce interactive scatterplots by using the
 `d3` javascript visualization library.

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609503a
Package: r-cran-sass
Description-md5: 1c80bd87b8d5598cf5d40aea7876c182
Description-en: Syntactically Awesome Style Sheets ('Sass')
 An 'SCSS' compiler, powered by the 'LibSass' library. With this,
 R developers can use variables, inheritance, and functions to generate
 dynamic style sheets. The package uses the 'Sass CSS' extension language,
 which is stable, powerful, and CSS compatible.

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609290,609295c
Description-md5: 227c9783f72c4d604697dd9edc29c5e4
Description-en: Finding Files in Project Subdirectories
 Robust, reliable and flexible paths to files below a project root. The 'root'
 of a project is defined as a directory that matches a certain criterion, e.g.,
 it contains a certain regular file.
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609258,609263c
Description-md5: c957b990819b47dc641ed40947b65125
Description-en: In-Line Documentation for R
 Generate your Rd documentation, 'NAMESPACE' file, and collation field using
 specially formatted comments. Writing documentation in-line with code makes
 it easier to keep your documentation up-to-date as your requirements change.
 'roxygen2' is inspired by the 'Doxygen' system for C++.
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609110a
Package: r-cran-rms
Description-md5: 9fe79ccc22f1a3025abc6da6b5e51bde
Description-en: GNU R regression modeling strategies by Frank Harrell
 Regression modeling, testing, estimation, validation, graphics,
 prediction, and typesetting by storing enhanced model design
 attributes in the fit.  rms is a collection of 229 functions that
 assist with and streamline modeling.  It also contains functions for
 binary and ordinal logistic regression models and the Buckley-James
 multiple regression model for right-censored responses, and implements
 penalized maximum likelihood estimation for logistic and ordinary
 linear models.  rms works with almost any regression model, but it
 was especially written to work with binary or ordinal logistic
 regression, Cox regression, accelerated failure time models,
 ordinary linear models, the Buckley-James model, generalized least
 squares for serially or spatially correlated observations, generalized
 linear models, and quantile regression.
 .
 See Frank Harrell (2001), Regression Modeling Strategies, Springer
 Series in Statistics, as well as http://biostat.mc.vanderbilt.edu/Rrms.

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Package: r-cran-rmarkdown
Description-md5: 2b785d27f6362d7b827cd1516d665b4b
Description-en: convert R markdown documents into a variety of formats
 R Markdown is a framework for creating documents that mix R code with
 markdown to produce visually pleasing, high quality and reproducible
 reports. It supports various output formats, including HTML, PDF,
 Microsoft Word and Beamer.
 .
 Please note: Upstream rmarkdown contains export to ioslides.  This was
 removed from the Debian package due to not existing license statement.
 If you need this functionality you need to install rmarkdown manually
 from CRAN.

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609034a
Package: r-cran-riskregression
Description-md5: eb0d61a497c3201b27772b8fb17f02b9
Description-en: GNU R Risk Regression Models and Prediction Scores for Survival
 Analysis with Competing Risks Implementation of the following methods
 for event history analysis. Risk regression models for survival
 endpoints also in the presence of competing risks are fitted using
 binomial regression based on a time sequence of binary event status
 variables. A formula interface for the Fine-Gray regression model and an
 interface for the combination of cause-specific Cox regression models. A
 toolbox for assessing and comparing performance of risk predictions
 (risk markers and risk prediction models). Prediction performance is
 measured by the Brier score and the area under the ROC curve for binary
 possibly time-dependent outcome. Inverse probability of censoring
 weighting and pseudo values are used to deal with right censored data.
 Lists of risk markers and lists of risk models are assessed
 simultaneously. Cross-validation repeatedly splits the data, trains the
 risk prediction models on one part of each split and then summarizes and
 compares the performance across splits.

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608990a
Package: r-cran-rhandsontable
Description-md5: c10ee7a72989a894c09a04c4dbe378c7
Description-en: GNU R interface to the 'Handsontable.js' library
 An R interface to the 'Handsontable' JavaScript library, which is a
 minimalist Excel-like data grid editor. See <https://handsontable.com/>
 for details.

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Package: r-cran-reprex
Description-md5: 74a107ac692c64b7e7df66eb3e01b8ab
Description-en: Prepare Reproducible Example Code via the Clipboard
 Convenience wrapper that uses the 'rmarkdown' package to render
 small snippets of code to target formats that include both code and output.
 The goal is to encourage the sharing of small, reproducible, and runnable
 examples on code-oriented websites, such as <https://stackoverflow.com> and
 <https://github.com>, or in email. The user's clipboard is the default source
 of input code and the default target for rendered output. 'reprex' also
 extracts clean, runnable R code from various common formats, such as
 copy/paste from an R session.

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Package: r-cran-randomglm
Description-md5: a81b8575a3394c08ab36b024c50735ec
Description-en: Random General Linear Model Prediction
 The package implements a bagging predictor based on
 general linear models

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Package: r-cran-qgam
Description-md5: 5bb2d6e435cb1f7184407c66fbcb98dd
Description-en: Smooth Additive Quantile Regression Models
 Smooth additive quantile regression models, fitted using the methods of
 Fasiolo et al. (2020) <doi:10.1080/01621459.2020.1725521>. See Fasiolo
 at al. (2021) <doi:10.18637/jss.v100.i09> for an introduction to the
 package. Differently from 'quantreg', the smoothing parameters are
 estimated automatically by marginal loss minimization, while the
 regression coefficients are estimated using either PIRLS or Newton
 algorithm. The learning rate is determined so that the Bayesian credible
 intervals of the estimated effects have approximately the correct
 coverage. The main function is qgam() which is similar to gam() in
 'mgcv', but fits non-parametric quantile regression models.

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Package: r-cran-profvis
Description-md5: e805f717af8a08892492f3c79fd21a3a
Description-en: Interactive Visualizations for Profiling R Code
 Interactive visualizations for profiling R code.

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Package: r-cran-plot3d
Description-md5: 0e4cea2403f861c06644484cc122b493
Description-en: GNU R plotting multi-dimensional data
 Functions for viewing 2-D and 3-D data, including perspective plots,
 slice plots, surface plots, scatter plots, etc. Includes data sets from
 oceanography.

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Package: r-cran-modelr
Description-md5: 2cabedeaf6b4ce5fb016ec7f812ce3b8
Description-en: Modelling Functions that Work with the Pipe
 Functions for modelling that help you seamlessly integrate modelling into a
 pipeline of data manipulation and visualisation.

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Package: r-cran-miniui
Description-md5: 729298012bc2febd48b4414b27c8f7b2
Description-en: Shiny UI Widgets for Small Screens
 Provides UI widget and layout functions for writing Shiny apps
 that work well on small screens. Designed to work especially
 well for creating Shiny Gadgets.

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606987a
Package: r-cran-mice
Description-md5: e96f2e2829bbbdab64a562ce6d23139a
Description-en: GNU R multivariate imputation by chained equations
 Multiple imputation using Fully Conditional Specification (FCS)
 implemented by the MICE algorithm as described in Van Buuren and
 Groothuis-Oudshoorn (2011) <doi:10.18637/jss.v045.i03>. Each variable has
 its own imputation model. Built-in imputation models are provided for
 continuous data (predictive mean matching, normal), binary data (logistic
 regression), unordered categorical data (polytomous logistic regression)
 and ordered categorical data (proportional odds). MICE can also impute
 continuous two-level data (normal model, pan, second-level variables).
 Passive imputation can be used to maintain consistency between variables.
 Various diagnostic plots are available to inspect the quality of the
 imputations.

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Package: r-cran-mertools
Description-md5: f74bd46bdfec19cae5bd785e891bf413
Description-en: GNU R tools for analyzing mixed effect regression models
 Provides methods for extracting results from mixed-effect model objects
 fit with the 'lme4' package. Allows construction of prediction
 intervals efficiently from large scale linear and generalized linear
 mixed-effects models.

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Package: r-cran-manipulatewidgets
Description-md5: 390976521b198006b74746e43cc2325a
Description-en: GNU R package for more interactivity in interactive charts
 The package helps to add controls like sliders, pickers, checkboxes,
 etc. that can be used to modify the input data or the parameters of
 an interactive chart created with package 'htmlwidgets'.

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Package: r-cran-htmlwidgets
Description-md5: 14d5b10b1639b553a1ee2c7100246af9
Description-en: GNU R HTML Widgets
 This package provides a framework for creating HTML widgets that render
 in various contexts including the R console, 'R Markdown' documents, and
 'Shiny' web applications.

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Package: r-cran-htmltable
Description-md5: 4b092218fafe1cbdcc4c16804d13033e
Description-en: GNU R package for advanced html tables
 The htmlTable package provides tables with state-of-the-art layout
 elements such as row spanners, column spanners, table spanners,
 zebra striping, and more. While allowing advanced layout, the underlying
 css-structure is simple in order to maximize compatibility with word
 processors such as 'MS Word' or 'LibreOffice'. The package also contains
 a few text formatting functions that help outputting text compatible with
 HTML/'LaTeX'.

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Package: r-cran-ggvis
Description-md5: 13ca1065837471b14d6bf55662fbafbc
Description-en: GNU R interactive grammar of graphics
 An implementation of an interactive grammar of graphics, taking the
 best parts of 'ggplot2', combining them with the reactive framework of
 'shiny' and drawing web graphics using 'vega'.

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Package: r-cran-geepack
Description-md5: 8f1c9646feff52cc4a99f2a29cea4f31
Description-en: Generalized Estimating Equation Package for R
 Generalized estimating equations solver for parameters in mean,
 scale, and correlation structures, through mean link, scale link, and
 correlation link. Can also handle clustered categorical responses.

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Package: r-cran-formattable
Description-md5: 99031b644553464f182c4b2d56797a59
Description-en: GNU R create 'formattable' data structures
 Provides functions to create formattable vectors and data frames.
 'Formattable' vectors are printed with text formatting, and formattable
 data frames are printed with multiple types of formatting in HTML
 to improve the readability of data presented in tabular form rendered in
 web pages.

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Package: r-cran-forecast
Description-md5: e4cb0234663aa3fa6379380ccdaf358c
Description-en: Forecasting Functions for Time Series and Linear Models
 Methods and tools for displaying and analysing univariate time series
 forecasts including exponential smoothing via state space models and
 automatic ARIMA modelling.

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Package: r-cran-flextable
Description-md5: 15d91f55c5386d4cbd67cf9013b1b3c1
Description-en: Functions for Tabular Reporting
 Use a grammar for creating and customizing pretty tables. The following
 formats are supported: 'HTML', 'PDF', 'RTF', 'Microsoft Word', 'Microsoft
 PowerPoint', R 'Grid Graphics' and 'patchwork'. 'R Markdown', 'Quarto'
 and the package 'officer' can be used to produce the result files. The syntax
 is the same for the user regardless of the type of output to be produced.
 A set of functions allows the creation, definition of cell arrangement,
 addition of headers or footers, formatting and definition of cell content
 with text and or images. The package also offers a set of high-level functions
 that allow tabular reporting of statistical models and the creation of
 complex cross tabulations.

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Package: r-cran-dt
Description-md5: a783f188093d501d240609ab7349ea9f
Description-en: GNU R wrapper of the JavaScript library 'DataTables'
 Data objects in R can be rendered as HTML tables using the
 JavaScript library 'DataTables' (typically via R Markdown or Shiny). The
 'DataTables' library has been included in this R package. The package name
 'DT' is an abbreviation of 'DataTables'.

Package: r-cran-dygraphs
Description-md5: 9e45d553113f8f0192387e6598fdf244
Description-en: GNU R interface to 'Dygraphs' interactive time series charting library
 An R interface to the 'dygraphs' JavaScript charting library
 (a copy of which is included in the package). Provides rich facilities
 for charting time-series data in R, including highly configurable
 series- and axis-display and interactive features like zoom/pan and
 series/point highlighting.

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Package: r-cran-doby
Description-md5: 4128c9a5d3ddf1905a385f8830705751
Description-en: GNU R package for Various Utilities
 The package covers groupwise statistics, LSmeans, linear estimates,
 and general utilities:
 1) Facilities for working with grouped data: 'do' something to data
 stratified 'by' some variables.
 2) LSmeans (least-squares means), general linear estimates.
 3) Restrict functions to a smaller domain.
 4) Miscellaneous other utilities.

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604362a
Package: r-cran-diagrammer
Description-md5: 9d099748f53bf5de00d5328872a1773f
Description-en: Graph/Network Visualization
 Build graph/network structures using functions for stepwise addition and
 deletion of nodes and edges. Work with data available in tables for bulk
 addition of nodes, edges, and associated metadata. Use graph selections
 and traversals to apply changes to specific nodes or edges. A wide selection
 of graph algorithms allow for the analysis of graphs. Visualize the graphs
 and take advantage of any aesthetic properties assigned to nodes and edges.

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604074a
Package: r-cran-crosstalk
Description-md5: 323af0682d9a4d0e1b9ebae68b26e276
Description-en: GNU R inter-widget interactivity for HTML widgets
 Provides building blocks for allowing HTML widgets to communicate
 with each other, with Shiny or without (i.e. static .html files). Currently
 supports linked brushing and filtering.

.
603971a
Package: r-cran-colourpicker
Description-md5: 9c2e20402a19c056c8ab512ad0985841
Description-en: GNU R colour picker tool for selecting colours in plots
 This GNU R colour picker can be used as an input in Shiny apps
 or Rmarkdown documents. The colour picker supports alpha opacity, custom
 colour palettes, and many more options. A Plot Colour Helper tool is
 available as an RStudio Addin, which helps you pick colours to use in your
 plots. A more generic Colour Picker RStudio Addin is also provided to let
 you select colours to use in your R code.

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603601a
Package: r-cran-broom
Description-md5: 9cdbabfc8fd29ccaddf04c7d9080ec9b
Description-en: Convert Statistical Objects into Tidy Tibbles
 Summarizes key information about statistical objects in tidy tibbles.
 This makes it easy to report results, create plots and consistently work with
 large numbers of models at once. Broom provides three verbs that each provide
 different types of information about a model. tidy() summarizes information
 about model components such as coefficients of a regression. glance() reports
 information about an entire model, such as goodness of fit measures like
 AIC and BIC. augment() adds information about individual observations to
 a dataset, such as fitted values or influence measures.

Package: r-cran-broom.mixed
Description-md5: 60b01e3e62468a842a4c76160053d491
Description-en: GNU R tidying methods for mixed models
 Convert fitted objects from various R mixed-model packages into tidy
 data frames along the lines of the 'broom' package. The package provides
 three S3 generics for each model: tidy(), which summarizes a model's
 statistical findings such as coefficients of a regression; augment(),
 which adds columns to the original data such as predictions, residuals
 and cluster assignments; and glance(), which provides a one-row summary
 of model-level statistics.

Package: r-cran-bslib
Description-md5: a7238f7d64b2fe41dddc754d7b447853
Description-en: Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'
 Simplifies custom 'CSS' styling of both 'shiny' and 'rmarkdown'
 via 'Bootstrap' 'Sass'. Supports 'Bootstrap' 3, 4 and 5 as well as their
 various 'Bootswatch' themes. An interactive widget is also provided for
 previewing themes in real time.

.
603104,603108c
Description-md5: 03aaccc0aa17b41fc21ccfedbe876356
Description-en: AIRR Data Representation Reference Library
 Schema definitions and read, write and validation tools for data formatted
 in accordance with the AIRR Data Representation schemas defined by the
 AIRR Community <https://docs.airr-community.org>.
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591456c
Package: libqbscore3.3
.
587558a
Package: python3-webargs
Description-md5: f05ba71054c2b23c0cc829382b032d87
Description-en: Python library for parsing and validating HTTP request arguments (Python 3)
 This package contains a Python library for parsing and validating HTTP request
 arguments, with built-in support for popular web frameworks, including Flask,
 Django, Bottle, Tornado, Pyramid, webapp2, Falcon, and aiohttp.
 .
 This package installs the library for Python 3.

.
581755,581778d
581466a
Package: python-restless-doc
Description-md5: 0f11d2eb99904115a269e5580764f07b
Description-en: lightweight REST miniframework for Python (documentation)
 Works great with Django, Flask, Pyramid, Tornado & Itty, but should
 be useful for many other Python web frameworks.  Based on the lessons
 learned from Tastypie & other REST libraries.
 .
 Features
  * Small, fast codebase
  * JSON output by default, but overridable
  * RESTful
  * Flexible
 .
 This package contains the HTML documentation and example projects.

Package: python3-restless
Description-md5: ba32725713867a4aad0c159528c4bc18
Description-en: lightweight REST miniframework for Python (Python 3)
 Works great with Django, Flask, Pyramid, Tornado & Itty, but should
 be useful for many other Python web frameworks.  Based on the lessons
 learned from Tastypie & other REST libraries.
 .
 Features
  * Small, fast codebase
  * JSON output by default, but overridable
  * RESTful
  * Flexible
 .
 This package provides the Python 3.x module.

.
579797a
Package: python3-pyramid
Description-md5: 9de92415473bf83063da3e1f7cecefe0
Description-en: Pyramid web application framework, a Pylons project - Python 3.x version
 Pyramid is a small, fast, down-to-earth, open source Python web development
 framework. It makes real-world web application development and deployment
 more fun, more predictable, and more productive.
 .
 Pyramid is a Pylons project, and underlies the newest web frameworks
 produced by the Pylons community.
 .
 Pyramid was previously known as repoze.bfg.
 .
 This is the Python 3 version.

Package: python-pyramid-chameleon-doc
Description-md5: c257967331b3dda54e07cc352c0d8f09
Description-en: Chameleon templating support for the Pyramid framework - Documentation
 Pyramid is a small, fast, down-to-earth, open source Python web development
 framework. It makes real-world web application development and deployment
 more fun, more predictable, and more productive.
 .
 Chameleon is an XML-based template compiler implementing the Zope Page
 Templates (ZPT) language.
 .
 This package provides the documentation for the Pyramid bindings for Chameleon.

Package: python3-pyramid-chameleon
Description-md5: 472fb378bd3e402eb30d00e8c1eb9be0
Description-en: Chameleon templating support for the Pyramid framework - Python 3.x version
 Pyramid is a small, fast, down-to-earth, open source Python web development
 framework. It makes real-world web application development and deployment
 more fun, more predictable, and more productive.
 .
 Chameleon is an XML-based template compiler implementing the Zope Page
 Templates (ZPT) language.
 .
 This package provides bindings for the Chameleon templating system to work
 under the Pyramid web framework, in its Python 3 version.

Package: python3-pyramid-multiauth
Description-md5: c1dac7173aa2a4e2f638549cad478195
Description-en: authentication policy for the Pyramid web framework (python 3)
 The pyramid_multiauth package provides MultiAuthenticationPolicy: a Pyramid
 authentication policy that proxies to a stack of other IAuthenticationPolicy
 objects, to provide a combined auth solution from individual pieces.

Package: python-pyramid-retry-doc
Description-md5: 4d523f978ece31141b40cc6ebe9bc586
Description-en: Retry policy for the Pyramid web framework (common documentation)
 pyramid_retry is an execution policy for Pyramid that wraps requests and can
 retry them a configurable number of times under certain "retryable" error
 conditions before indicating a failure to the client.
 .
 This is the common documentation package.

Package: python3-pyramid-retry
Description-md5: 823353adfd40e2748e276444f616b626
Description-en: Retry policy for the Pyramid web framework (Python 3)
 pyramid_retry is an execution policy for Pyramid that wraps requests and can
 retry them a configurable number of times under certain "retryable" error
 conditions before indicating a failure to the client.
 .
 This package installs the library for Python 3.

Package: python3-pyramid-tm
Description-md5: eb9077f42e2a461babba484a431e886c
Description-en: Transaction management for the Pyramid web framework
 The pyramid_tm package allows Pyramid requests to join the active
 transaction as provided by the transaction package.

.
573001,573010d
568478a
Package: python3-hypothesis-jsonschema
Description-md5: 3132a0164f41f7ef2ea4c2d2a17cd812
Description-en: advanced Quickcheck style testing library for Python 3
 A [Hypothesis](https://hypothesis.readthedocs.io) strategy for
 generating data that matches some [JSON
 schema](https://json-schema.org/).
 .
 This package contains the Python 3 module.

.
554303a
Package: python3-aiohttp-apispec
Description-md5: bfb407092ee8b99a3318c13bf24f5dca
Description-en: Build and document REST APIs with aiohttp and apispec
 This Python module exports various decorators to automatically export
 Swagger specifications from a aiohttp server.
 .
 It also includes middleware to validate against marshmallow schemas.
 .
 Swagger UI support is currently not included.

.
550682a
Package: python3-pyramid-jinja2
Description-md5: eacf966f2defbfa0632d68528758f341
Description-en: Jinja2 template bindings for the Pyramid web framework (Python 3)
 These are bindings for the Jinja2 templating system for the Pyramid web
 framework.
 .
 This package installs the library for Python 3.

.
549157,549202d
506780,506786d
502881,502895d
499663,499691d
484320a
Package: node-unidecode
Description-md5: fefbd77959afcbae5b5346e595b42c6a
Description-en: ASCII transliterations of Unicode text
 Unidecode is JavaScript port of the perl module Text::Unidecode. It takes
 UTF-8 data and tries to represent it in US-ASCII characters (i.e., the
 universally displayable characters between 0x00 and 0x7F). The
 representation is almost always an attempt at transliteration -- i.e.,
 conveying, in Roman letters, the pronunciation expressed by the text in
 some other writing system.
 .
 Node.js is an event-based server-side JavaScript engine.

.
482722a
Package: node-stream-spigot
Description-md5: 9489a6baacc1ff6f500a18ba9e4772f4
Description-en: generator for streams2 Readable stream
 A generator for (streams2) Readable streams, useful for testing or
 converting simple lazy functions into Readable streams, or just creating
 Readable streams without all the boilerplate. Accepts standard
 readable-stream options.
 .
 Node.js is an event-based server-side JavaScript engine.

.
482717a
Package: node-stream-meter
Description-md5: c45ed17f72df62b194dd60dcb52fcc48
Description-en: streams2 passthrough meter with limit
 The meter counts bytes passed through a stream, and if given a max byte
 limit will abort the stream when it is exceeded. This is useful for
 capping your hyperquest or http/https clients or servers content size.
 .
 Note that it will complete whatever frame it aborted in, so the size
 streamed will still be >= size but no more than size + highWaterMark.
 .
 Node.js is an event-based server-side JavaScript engine.

.
479471a
Package: node-porter-stemmer
Description-md5: 8eb27d87b599f357b0ce1543917385f1
Description-en: Martin Porter's stemmer for Node.js
 Martin Porter's stemmer wrapped in CommonJS for use in node.js.
 Dr Porter explains the stemmer thus:
 .
  The Porter stemming algorithm (or ‘Porter stemmer’) is a process for
  removing the commoner morphological and inflexional endings from words
  in English. Its main use is as part of a term normalisation process that
  is usually done when setting up Information Retrieval systems.
 .
 Node.js is an event-based server-side JavaScript engine.

.
478113a
Package: node-nearley
Description-md5: 4834b3ced7f9a82463c2fef557c18113
Description-en: Simple, fast, powerful parser toolkit for JavaScript
 nearley is a streaming parser with support for catching errors gracefully
 and providing all parsings for ambiguous grammars. It is compatible with
 a variety of lexers (we recommend moo). It comes with tools for creating
 tests, railroad diagrams and fuzzers from your grammars, and has support
 for a variety of editors and platforms. It works in both node and the
 browser.
 .
 Unlike most other parser generators, nearley can handle any grammar you
 can define in BNF (and more!). In particular, while most existing JS
 parsers such as PEGjs and Jison choke on certain grammars (e.g. left
 recursive ones), nearley handles them easily and efficiently by using the
 Earley parsing algorithm.
 .
 Node.js is an event-based server-side JavaScript engine.

.
472661a
Package: node-fast-stream-to-buffer
Description-md5: 975ad4edceb5ce47fd528cb7b71a949b
Description-en: consume a stream of data into a binary Buffer
 Consume a stream of data into a binary Buffer as efficiently as possible.
 Can accept a callback function which will be passed an error or a buffer
 containing the content of the stream.
 .
 Node.js is an event-based server-side JavaScript engine.

.
470237a
Package: libjs-cropperjs
Description-md5: 158977f6364391d95339e3ae9d116b51
Description-en: JavaScript image cropper - browser library
 Cropper.js is a JavaScript library for cropping images in web
 applications. It provides an interactive crop box, image preview support,
 zooming, rotation, scaling and other tools for selecting and adjusting a
 crop area.
 .
 This package provides browser-ready Cropper.js bundles.

Package: node-cropperjs
Description-md5: db796303a8b9577d2e81f659bdc70eb1
Description-en: JavaScript image cropper
 Cropper.js is a JavaScript library for cropping images in web
 applications. It provides an interactive crop box, image preview support,
 zooming, rotation, scaling and other tools for selecting and adjusting a
 crop area.

.
446234a
Package: r-cran-misc3d
Description-md5: f97f70df0c2324f3f6814e0196bd9b8c
Description-en: GNU R collection of 3d plot functions and rgl-based isosurfaces
 This CRAN package provides a collection of miscellaneous 3d plots, including
 rgl-based isosurfaces:
 .
  contour3d     Uses rgl to render isosurfaces, or three-dimensional
                contours, computed by the marching cubes algorithm.
 .
  image3d       Crude 3d analog of image() using rgl to plot points on a
                three dimensional grid representing values in a three
                dimensional array. Assumes high values are inside and
                uses alpha blending to make outside points more
                transparent.
 .
  lines3d       Draws connected line segments in an rgl window.
 .
  parametric3d  Plots a two-parameter surface in three dimensions in
                rgl.  Based on Mathematica's Param3D
 .
  slices3d      Uses tkrplot to create an interactive slice view of three or
                four dimensional volume data, such as MRI data.

.
420016,420032d
395704c
Package: libstreamvbyte3
.
337157a

Package: libdicom-dev
Description-md5: 7d99847338d105d5d3ab6acf0fc44bd6
Description-en: C library for reading DICOM WSI files - headers
 libdicom is a C library and a set of command-line tools for reading
 DICOM WSI files. It is free (MIT licensed), fast, cross-platform, uses
 little memory, has no dependencies, includes API documentation, and is
 easy to use from languages like Python.
 .
 This package contains development files.

Package: libdicom-doc
Description-md5: d098fae57efa2d9dcc19ee8e8ed0d254
Description-en: C library for reading DICOM WSI files - documentation
 libdicom is a C library and a set of command-line tools for reading
 DICOM WSI files. It is free (MIT licensed), fast, cross-platform, uses
 little memory, has no dependencies, includes API documentation, and is
 easy to use from languages like Python.
 .
 This package contains documentation how to use the library.

Package: libdicom-examples
Description-md5: 01492c5cfcb2ebe87add6f7e50c22f01
Description-en: C library for reading DICOM WSI files - sample files
 libdicom is a C library and a set of command-line tools for reading
 DICOM WSI files. It is free (MIT licensed), fast, cross-platform, uses
 little memory, has no dependencies, includes API documentation, and is
 easy to use from languages like Python.
 .
 This package contains sample .dcm files.

Package: libdicom-utils
Description-md5: 755cd0e43cafe24646d8cbe64bc4633d
Description-en: C library for reading DICOM WSI files - utilities
 libdicom is a C library and a set of command-line tools for reading
 DICOM WSI files. It is free (MIT licensed), fast, cross-platform, uses
 little memory, has no dependencies, includes API documentation, and is
 easy to use from languages like Python.
 .
 This package contains auxiliary utilities, such as:
 .
  * dcm-dump
  * dcm-getframe

Package: libdicom1
Description-md5: 29dc7c1ebbbd05b7acacf960bab42fad
Description-en: C library for reading DICOM WSI files - library
 libdicom is a C library and a set of command-line tools for reading
 DICOM WSI files. It is free (MIT licensed), fast, cross-platform, uses
 little memory, has no dependencies, includes API documentation, and is
 easy to use from languages like Python.
 .
 This package contains the library.
.
269661a
Package: r-cran-hmisc
Description-md5: 071f75a87f8f18a68654b258440b9117
Description-en: GNU R miscellaneous functions by Frank Harrell
 The Hmisc library contains many functions useful for data
 analysis, high-level graphics, utility operations, functions for
 computing sample size and power, translating SAS datasets,
 imputing missing values, advanced table making, variable clustering,
 character string manipulation, conversion of S objects to LaTeX code,
 recoding variables, and bootstrap repeated measures analysis.

.
221315a
Package: libgsoap-2.8.142
Description-md5: bac4fd402b3fc8e6b4ffafc8ba20ed8c
Description-en: Runtime libraries for gSOAP
 The gSOAP toolkit provides a unique SOAP-to-C/C++ language binding for the
 development of SOAP Web Services and clients. Runtime libraries.

.
210852a
Package: golang-github-wasilibs-wazero-helpers-dev
Description-md5: 51835975e33fb62502cdc987f7e4ac74
Description-en: collection of utility for wazero
 This package contains wazero-helpers which provides higher level
 utilities to support WebAssembly host-guest integration use cases and
 hopes to provide a helpful base for wazero users that fall into these
 engineering categories, while allowing wazero itself to continue to
 focus on being an excellent WebAssembly runtime for Go.

.
207822a
Package: golang-github-shopify-ejson-dev
Description-md5: 38c503c15bf77e193d0897fb074a63d5
Description-en: small library to manage encrypted secrets using asymmetric encryption
 This package contains a ejson which is a utility for managing a
 collection of secrets in source control.
 .
 The secrets are encrypted using public key, elliptic curve
 cryptography (NaCl Box: Curve25519 + Salsa20 + Poly1305-AES).
 .
 Secrets are collected in a JSON file, in which all the string values
 are encrypted. Public keys are embedded in the file, and the decrypter
 looks up the corresponding private key from its local filesystem.

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205922a
Package: golang-github-pkoukk-tiktoken-go-dev
Description-md5: e36bfb1dffb83d511e722d8bc6330d4b
Description-en: go version of tiktoken (library)
 Tiktoken-go is a native Go port of OpenAI's fast Byte Pair Encoding (BPE)
 tokenizer.

.
205229a
Package: golang-github-pb33f-jsonpath-dev
Description-md5: e5f680a0d621cc7a6202fbd3d8509d39
Description-en: RFC 9535 JSONPath implementation with JSONPath Plus extensions
 pb33f/jsonpath is a full implementation of RFC 9535 JSONPath with
 JSONPath Plus extensions for enhanced querying capabilities. It
 provides context variables, type selectors, parent navigation, and
 YAML overlay support.

Package: golang-github-pb33f-libopenapi-dev
Description-md5: 79b6fefd82baef787384d4bd6d38fdfd
Description-en: enterprise grade OpenAPI tools for Go (library)
 libopenapi is a fully featured, high performance OpenAPI 3.2, 3.1 and
 3.0 parser, library, validator and toolkit for Go applications. It can
 handle the largest and most complex specifications.
 .
 It supports parsing, indexing, mutating, bundling, diffing, rendering,
 mocking, and validation of OpenAPI documents. It also supports the
 Overlays and Arazzo specifications.
 .
 This package provides the library itself, intended to be used as a
 dependency by other Go applications.

.
202815a
Package: golang-github-minio-minlz-dev
Description-md5: 24ccbddfeb91836910c659dbeda4144e
Description-en: MinLZ is a LZ77 compressor, focused on realtime data compression
 This package contains MinLZ which is a LZ77-type compressor with a
 fixed byte-aligned encoding, in the similar class to Snappy and LZ4.
 .
 The goal of MinLZ is to provide a fast, low memory compression
 algorithm that can be used for fast compression of data, where
 encoding and/or decoding speed is the primary concern.
 .
 MinLZ is designed to operate faster than IO for both compression
 and decompression.

.
199703a
Package: golang-github-jezek-xgb-dev
Description-md5: b3e028acb17585fa9d4c93a8f28e401a
Description-en: XGB is the X protocol Go language binding (library)
 It is a low-level API to communicate with the core X protocol
 and many of the X extensions. It is closely modeled after XCB and xpyb.

.
195717a
Package: golang-github-go-sprout-sprout-dev
Description-md5: c44977c32a8903bda93491c4a298ee27
Description-en: library of template functions for Go text engines
 Sprout provides a highly optimized collection of template utility
 functions designed for Go's text/template and html/template standard
 packages.

.
193152a
Package: golang-github-dustin-gojson-dev
Description-md5: 2705c4f6eeff4a16e9826eeb8cebf1ea
Description-en: Fork of go's encoding/json with a public scanner API
 This Go library is an alternative implementation and historic fork of
 the standard library's encoding/json package. Its primary architectural
 value is exposing the underlying json scanner token validation and state
 parsing APIs publicly, which are kept internal within standard Go
 distribution builds.
 .
 Exposing these primitives allows low-level tools, high-performance
 encoders, and downstream data pipelines to perform fast syntax checks,
 continuous byte-stream verification, and custom structural validation
 passes directly on raw JSON documents without forcing full memory
 instantiation or unmarshaling into static structural objects.

.
188467a
Package: golang-github-betterleaks-go-re2-dev
Description-md5: 5ebe657f8e5b12a1553506ad7cefbf5d
Description-en: drop-in replacement for regexp using re2
 This package contains go-re2 which is a drop-in replacement for the
 standard library regexp package which uses the C++ re2 library for
 improved performance with large inputs or complex expressions.
 .
 By default, re2 is packaged as a WebAssembly module and accessed with
 the pure Go runtime, wazero. This means that it is compatible with any
 Go application, regardless of availability of cgo.

.
172235,172246d
171903,171972d
136319a
Package: gaphor
Description-md5: 3d0f2f2dc048469b0e565cb3fbe63d22
Description-en: Simple GUI UML and SysML modeling tool
 Gaphor is a UML, SysML, RAAML, and C4 modeling application.
 It is designed to be easy to use, while still being powerful.
 Gaphor implements a fully-compliant UML 2 data model,
 so it is much more than a picture drawing tool.
 .
 You can use Gaphor to quickly visualize different
 aspects of a system as well as create complete, highly complex models.
 .
 Gaphor provides four modeling languages: UML, SysML, RAAML and C4
 and makes them accessible to beginners.

.
88518a
Package: ea-utils
Description-md5: 68e944c2e2cbc6ff1efe839c3a4b9947
Description-en: command-line tools for processing biological sequencing data
 Ea-utils provides a set of command-line tools for processing biological
 sequencing data, barcode demultiplexing, adapter trimming, etc.
 .
 Primarily written to support an Illumina based pipeline - but should work with
 any FASTQs.
 .
 Main Tools are:
 .
  * fastq-mcf
 Scans a sequence file for adapters, and, based on a log-scaled threshold,
 determines a set of clipping parameters and performs clipping. Also does
 skewing detection and quality filtering.
  * fastq-multx
 Demultiplexes a fastq. Capable of auto-determining barcode id's based on a
 master set fields. Keeps multiple reads in-sync during demultiplexing. Can
 verify that the reads are in-sync as well, and fail if they're not.
  * fastq-join
 Similar to audy's stitch program, but in C, more efficient and supports some
 automatic benchmarking and tuning. It uses the same "squared distance for
 anchored alignment" as other tools.
  * varcall
 Takes a pileup and calculates variants in a more easily parameterized manner
 than some other tools.

.
2308a
Package: libadept-dev
Description-md5: e26bf298510373e6fccd432eb125062b
Description-en: combined automatic differentiation and array library (development files)
 Adept enables C++ algorithms to be automatically differentiated. For each
 mathematical statement involving scalars or arrays of a special "active" type,
 Adept stores the corresponding differential statement symbolically on a stack.
 The stack may then be used to perform the following computations:
  - Full Jacobian matrix. Given the non-linear function y=f(x) coded in C or
  C++, Adept will compute the matrix H, where the element at row i and column
  j of H is the partial derivative of y_i with respect to x_j. This matrix
  will be computed much more rapidly and accurately than if you simply
  recompute the function multiple times perturbing each element of x one by
  one. The Jacobian matrix is used in the Gauss-Newton and Levenberg-Marquardt
  minimization algorithms;
  - Reverse-mode differentiation. This is a key component in optimization
  problems where a non-linear function needs to be minimized but the state
  vector x is too large for it to make sense to compute the full Jacobian
  matrix. Atmospheric data assimilation is the canonical example in
  Meteorology. Given a non-linear function y=f(x) and a vector of adjoints,
  Adept will compute the vector of adjoints, without computing the full
  Jacobian matrix H. The adjoint may then be used in a quasi-Newton
  minimization scheme.
  - Forward-mode differentiation. Given the non-linear function y=f(x) and a
  vector of perturbations, Adept will compute the corresponding vector arising
  from a linearization of the function f. Formally, the perturbed output is
  given by the matrix-vector product, but it is computed here without computing
  the full Jacobian matrix H. Note that Adept is optimized for the reverse
  case, so might not be as fast (and will certainly not be as economical in
  memory) in the forward mode as libraries written especially for that purpose.
 .
 This package contains the static library and the header files.

Package: libadept0
Description-md5: 1280e6bc5e8899b0d858fc2e7b2470dd
Description-en: combined automatic differentiation and array library (shared library)
 Adept enables C++ algorithms to be automatically differentiated. For each
 mathematical statement involving scalars or arrays of a special "active" type,
 Adept stores the corresponding differential statement symbolically on a stack.
 The stack may then be used to perform the following computations:
  - Full Jacobian matrix. Given the non-linear function y=f(x) coded in C or
  C++, Adept will compute the matrix H, where the element at row i and column
  j of H is the partial derivative of y_i with respect to x_j. This matrix
  will be computed much more rapidly and accurately than if you simply
  recompute the function multiple times perturbing each element of x one by
  one. The Jacobian matrix is used in the Gauss-Newton and Levenberg-Marquardt
  minimization algorithms;
  - Reverse-mode differentiation. This is a key component in optimization
  problems where a non-linear function needs to be minimized but the state
  vector x is too large for it to make sense to compute the full Jacobian
  matrix. Atmospheric data assimilation is the canonical example in
  Meteorology. Given a non-linear function y=f(x) and a vector of adjoints,
  Adept will compute the vector of adjoints, without computing the full
  Jacobian matrix H. The adjoint may then be used in a quasi-Newton
  minimization scheme.
  - Forward-mode differentiation. Given the non-linear function y=f(x) and a
  vector of perturbations, Adept will compute the corresponding vector arising
  from a linearization of the function f. Formally, the perturbed output is
  given by the matrix-vector product, but it is computed here without computing
  the full Jacobian matrix H. Note that Adept is optimized for the reverse
  case, so might not be as fast (and will certainly not be as economical in
  memory) in the forward mode as libraries written especially for that purpose.
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 This package contains the shared libraries.

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