* [bug#45534] [PATCH 2/5] Add r-mlr3measures
2020-12-29 12:41 ` [bug#45534] [PATCH 1/5] Add r-lgr Wiktor Żelazny
@ 2020-12-29 12:41 ` Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 3/5] Add r-mlr3misc Wiktor Żelazny
` (2 subsequent siblings)
3 siblings, 0 replies; 7+ messages in thread
From: Wiktor Żelazny @ 2020-12-29 12:41 UTC (permalink / raw)
To: 45534
gnu: Add r-mlr3measures.
* gnu/packages/cran.scm (r-mlr3measures): New variable.
---
gnu/packages/cran.scm | 23 +++++++++++++++++++++++
1 file changed, 23 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 4e5b8b5bd6..fd9668dacc 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25412,3 +25412,26 @@ hierarchical loggers, custom log levels, arbitrary data fields in log events,
logging to plaintext, JSON, (rotating) files, memory buffers, and databases, as
well as email and push notifications.")
(license license:expat)))
+
+(define-public r-mlr3measures
+ (package
+ (name "r-mlr3measures")
+ (version "0.3.0")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3measures" version))
+ (sha256
+ (base32
+ "106lfaxphz0kh96ddq14hic7wvxjqp871zdp9kkkfk1kwfg35abw"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-checkmate" ,r-checkmate)
+ ("r-prroc" ,r-prroc)))
+ (home-page "https://mlr3measures.mlr-org.com/")
+ (synopsis "Performance measures for mlr3")
+ (description "This package implements multiple performance measures for
+supervised learning. It includes over 40 measures for regression and
+classification. Additionally, meta information about the performance measures
+can be queried, e.g. what the best and worst possible performances scores
+are.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 7+ messages in thread
* [bug#45534] [PATCH 3/5] Add r-mlr3misc
2020-12-29 12:41 ` [bug#45534] [PATCH 1/5] Add r-lgr Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 2/5] Add r-mlr3measures Wiktor Żelazny
@ 2020-12-29 12:41 ` Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 4/5] Add r-paradox Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 5/5] Add r-mlr3 Wiktor Żelazny
3 siblings, 0 replies; 7+ messages in thread
From: Wiktor Żelazny @ 2020-12-29 12:41 UTC (permalink / raw)
To: 45534
gnu: Add r-mlr3misc.
* gnu/packages/cran.scm (r-mlr3misc): New variable.
---
gnu/packages/cran.scm | 25 +++++++++++++++++++++++++
1 file changed, 25 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index fd9668dacc..527412b365 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25435,3 +25435,28 @@ classification. Additionally, meta information about the performance measures
can be queried, e.g. what the best and worst possible performances scores
are.")
(license license:lgpl3)))
+
+(define-public r-mlr3misc
+ (package
+ (name "r-mlr3misc")
+ (version "0.6.0")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3misc" version))
+ (sha256
+ (base32
+ "1q63i2059bf7cf61kwm0dqnk5vd60i0j4flziswwdk07fjxqh8xr"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-backports" ,r-backports)
+ ("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-r6" ,r-r6)))
+ (home-page "https://mlr3misc.mlr-org.com/")
+ (synopsis "Helper functions for mlr3")
+ (description "@code{mlr3misc} provides frequently used helper functions
+and assertions used in @code{mlr3} and its companion packages. It comes with
+helper functions for functional programming, for printing, to work with
+@code{data.table}, as well as some generally useful @code{R6} classes. This
+package also supersedes the package @code{BBmisc}.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 7+ messages in thread
* [bug#45534] [PATCH 4/5] Add r-paradox
2020-12-29 12:41 ` [bug#45534] [PATCH 1/5] Add r-lgr Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 2/5] Add r-mlr3measures Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 3/5] Add r-mlr3misc Wiktor Żelazny
@ 2020-12-29 12:41 ` Wiktor Żelazny
2020-12-29 12:41 ` [bug#45534] [PATCH 5/5] Add r-mlr3 Wiktor Żelazny
3 siblings, 0 replies; 7+ messages in thread
From: Wiktor Żelazny @ 2020-12-29 12:41 UTC (permalink / raw)
To: 45534
gnu: Add r-paradox.
* gnu/packages/cran.scm (r-paradox): New variable.
---
gnu/packages/cran.scm | 25 +++++++++++++++++++++++++
1 file changed, 25 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 527412b365..3604ebd06b 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25460,3 +25460,28 @@ helper functions for functional programming, for printing, to work with
@code{data.table}, as well as some generally useful @code{R6} classes. This
package also supersedes the package @code{BBmisc}.")
(license license:lgpl3)))
+
+(define-public r-paradox
+ (package
+ (name "r-paradox")
+ (version "0.6.0")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "paradox" version))
+ (sha256
+ (base32
+ "1zv0q411wcwigkf4yggs3w2gz48lvv3jhnrddrv40qih8b70ywi3"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-backports" ,r-backports)
+ ("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-r6" ,r-r6)))
+ (home-page "https://paradox.mlr-org.com/")
+ (synopsis "Define and work with parameter spaces for complex algorithms")
+ (description "With this package it is possible to define parameter spaces,
+constraints and dependencies for arbitrary algorithms, and to program on such
+spaces. It also includes statistical designs and random samplers. Objects are
+implemented as @code{R6} classes.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 7+ messages in thread
* [bug#45534] [PATCH 5/5] Add r-mlr3
2020-12-29 12:41 ` [bug#45534] [PATCH 1/5] Add r-lgr Wiktor Żelazny
` (2 preceding siblings ...)
2020-12-29 12:41 ` [bug#45534] [PATCH 4/5] Add r-paradox Wiktor Żelazny
@ 2020-12-29 12:41 ` Wiktor Żelazny
3 siblings, 0 replies; 7+ messages in thread
From: Wiktor Żelazny @ 2020-12-29 12:41 UTC (permalink / raw)
To: 45534
gnu: Add r-mlr3.
* gnu/packages/cran.scm (r-mlr3): New variable.
---
gnu/packages/cran.scm | 34 ++++++++++++++++++++++++++++++++++
1 file changed, 34 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 3604ebd06b..10212e2a68 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25485,3 +25485,37 @@ constraints and dependencies for arbitrary algorithms, and to program on such
spaces. It also includes statistical designs and random samplers. Objects are
implemented as @code{R6} classes.")
(license license:lgpl3)))
+
+(define-public r-mlr3
+ (package
+ (name "r-mlr3")
+ (version "0.9.0")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3" version))
+ (sha256
+ (base32
+ "0gg7rrzxwrnpg6sgm0aa6bmfwmqv3d3za0ghnqrnibg33p9ynpgb"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-r6" ,r-r6)
+ ("r-backports" ,r-backports)
+ ("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-digest" ,r-digest)
+ ("r-future-apply" ,r-future-apply)
+ ("r-lgr" ,r-lgr)
+ ("r-mlbench" ,r-mlbench)
+ ("r-mlr3measures" ,r-mlr3measures)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-paradox" ,r-paradox)
+ ("r-uuid" ,r-uuid)))
+ (home-page "https://mlr3.mlr-org.com/")
+ (synopsis "Machine Learning in R - Next Generation")
+ (description "@code{mlr3} enables efficient, object-oriented programming
+on the building blocks of machine learning. It provides @code{R6} objects for
+tasks, learners, resamplings, and measures. The package is geared towards
+scalability and larger datasets by supporting parallelization and out-of-memory
+data-backends like databases. While @code{mlr3} focuses on the core
+computational operations, add-on packages provide additional functionality.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 7+ messages in thread