* [bug#45553] [PATCH 0/3] Add r-mlr3 add-ons.
@ 2020-12-30 13:35 Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 1/3] gnu: Add r-mlr3learners Wiktor Żelazny
2020-12-30 14:32 ` bug#45553: [PATCH 0/3] Add r-mlr3 add-ons Ricardo Wurmus
0 siblings, 2 replies; 5+ messages in thread
From: Wiktor Żelazny @ 2020-12-30 13:35 UTC (permalink / raw)
To: 45553
I also prepared r-mlr3pipelines and r-mlr3ordinal, but the former is
non-deterministic and the latter uses the former as an input. I need to
take a closer look at r-mlr3pipelines.
Wiktor Żelazny (3):
gnu: Add r-mlr3learners.
gnu: Add r-bbotk.
gnu: Add r-mlr3tuning.
gnu/packages/cran.scm | 82 +++++++++++++++++++++++++++++++++++++++++++
1 file changed, 82 insertions(+)
base-commit: c386de05fbcebf7c178327ca98326be20ba6ccb5
--
2.29.2
^ permalink raw reply [flat|nested] 5+ messages in thread
* [bug#45553] [PATCH 1/3] gnu: Add r-mlr3learners.
2020-12-30 13:35 [bug#45553] [PATCH 0/3] Add r-mlr3 add-ons Wiktor Żelazny
@ 2020-12-30 13:38 ` Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 2/3] gnu: Add r-bbotk Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 3/3] gnu: Add r-mlr3tuning Wiktor Żelazny
2020-12-30 14:32 ` bug#45553: [PATCH 0/3] Add r-mlr3 add-ons Ricardo Wurmus
1 sibling, 2 replies; 5+ messages in thread
From: Wiktor Żelazny @ 2020-12-30 13:38 UTC (permalink / raw)
To: 45553
* gnu/packages/cran.scm (r-mlr3learners): New variable.
---
gnu/packages/cran.scm | 26 ++++++++++++++++++++++++++
1 file changed, 26 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 0483af3d6b..362978c2a3 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25493,3 +25493,29 @@ 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)))
+
+(define-public r-mlr3learners
+ (package
+ (name "r-mlr3learners")
+ (version "0.4.3")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3learners" version))
+ (sha256
+ (base32
+ "1wxlpzz3hpkn77n4ag1v868dmp140j1pmrhynsv5xfgk9fg0w7ri"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-data-table" ,r-data-table)
+ ("r-mlr3" ,r-mlr3)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-paradox" ,r-paradox)
+ ("r-r6" ,r-r6)))
+ (home-page "https://mlr3learners.mlr-org.com/")
+ (synopsis "Recommended Learners for @code{mlr3}")
+ (description "@code{mlr3learners} extends @code{mlr3} and @code{mlr3proba}
+with interfaces to essential machine learning packages on CRAN. This includes,
+but is not limited to: (penalized) linear and logistic regression, linear and
+quadratic discriminant analysis, k-nearest neighbors, naive Bayes, support
+vector machines, and gradient boosting.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 5+ messages in thread
* [bug#45553] [PATCH 2/3] gnu: Add r-bbotk.
2020-12-30 13:38 ` [bug#45553] [PATCH 1/3] gnu: Add r-mlr3learners Wiktor Żelazny
@ 2020-12-30 13:38 ` Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 3/3] gnu: Add r-mlr3tuning Wiktor Żelazny
1 sibling, 0 replies; 5+ messages in thread
From: Wiktor Żelazny @ 2020-12-30 13:38 UTC (permalink / raw)
To: 45553
* gnu/packages/cran.scm (r-bbotk): New variable.
---
gnu/packages/cran.scm | 28 ++++++++++++++++++++++++++++
1 file changed, 28 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 362978c2a3..a31e08fce5 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25519,3 +25519,31 @@ but is not limited to: (penalized) linear and logistic regression, linear and
quadratic discriminant analysis, k-nearest neighbors, naive Bayes, support
vector machines, and gradient boosting.")
(license license:lgpl3)))
+
+(define-public r-bbotk
+ (package
+ (name "r-bbotk")
+ (version "0.2.2")
+ (source
+ (origin
+ (method url-fetch)
+ (uri (cran-uri "bbotk" version))
+ (sha256
+ (base32
+ "06iz6gyymcxkbjiw049v1dk3vjfni646z247q08i2s0x59sqfqxv"))))
+ (properties `((upstream-name . "bbotk")))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-lgr" ,r-lgr)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-paradox" ,r-paradox)
+ ("r-r6" ,r-r6)))
+ (home-page "https://bbotk.mlr-org.com")
+ (synopsis "Black-Box Optimization Toolkit")
+ (description "This package provides a common framework for optimization of
+black-box functions for other packages, e.g. @code{mlr3}. It offers various
+optimization methods e.g. grid search, random search and generalized simulated
+annealing.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 5+ messages in thread
* [bug#45553] [PATCH 3/3] gnu: Add r-mlr3tuning.
2020-12-30 13:38 ` [bug#45553] [PATCH 1/3] gnu: Add r-mlr3learners Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 2/3] gnu: Add r-bbotk Wiktor Żelazny
@ 2020-12-30 13:38 ` Wiktor Żelazny
1 sibling, 0 replies; 5+ messages in thread
From: Wiktor Żelazny @ 2020-12-30 13:38 UTC (permalink / raw)
To: 45553
* gnu/packages/cran.scm (r-mlr3tuning): New variable.
---
gnu/packages/cran.scm | 28 ++++++++++++++++++++++++++++
1 file changed, 28 insertions(+)
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index a31e08fce5..40f8e82c34 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -25547,3 +25547,31 @@ black-box functions for other packages, e.g. @code{mlr3}. It offers various
optimization methods e.g. grid search, random search and generalized simulated
annealing.")
(license license:lgpl3)))
+
+(define-public r-mlr3tuning
+ (package
+ (name "r-mlr3tuning")
+ (version "0.5.0")
+ (source (origin
+ (method url-fetch)
+ (uri (cran-uri "mlr3tuning" version))
+ (sha256
+ (base32
+ "1pn80qjxzj2pivgs6qgairci6yh1bdnl2zbgl9ykdip2rqzv6r6m"))))
+ (build-system r-build-system)
+ (propagated-inputs
+ `(("r-bbotk" ,r-bbotk)
+ ("r-checkmate" ,r-checkmate)
+ ("r-data-table" ,r-data-table)
+ ("r-lgr" ,r-lgr)
+ ("r-mlr3" ,r-mlr3)
+ ("r-mlr3misc" ,r-mlr3misc)
+ ("r-paradox" ,r-paradox)
+ ("r-r6" ,r-r6)))
+ (home-page "https://mlr3tuning.mlr-org.com/")
+ (synopsis "Tuning for @code{mlr3}")
+ (description "@code{mlr3tuning} implements methods for hyperparameter
+tuning, e.g. Grid Search, Random Search, or Simulated Annealing. Various
+termination criteria can be set and combined. The class @code{AutoTuner} provides a
+convenient way to perform nested resampling in combination with @code{mlr3}.")
+ (license license:lgpl3)))
--
2.29.2
^ permalink raw reply related [flat|nested] 5+ messages in thread
* bug#45553: [PATCH 0/3] Add r-mlr3 add-ons.
2020-12-30 13:35 [bug#45553] [PATCH 0/3] Add r-mlr3 add-ons Wiktor Żelazny
2020-12-30 13:38 ` [bug#45553] [PATCH 1/3] gnu: Add r-mlr3learners Wiktor Żelazny
@ 2020-12-30 14:32 ` Ricardo Wurmus
1 sibling, 0 replies; 5+ messages in thread
From: Ricardo Wurmus @ 2020-12-30 14:32 UTC (permalink / raw)
To: Wiktor Żelazny; +Cc: 45553-done
Wiktor Żelazny <wz@freeshell.de> writes:
> I also prepared r-mlr3pipelines and r-mlr3ordinal, but the former is
> non-deterministic and the latter uses the former as an input. I need to
> take a closer look at r-mlr3pipelines.
>
> Wiktor Żelazny (3):
> gnu: Add r-mlr3learners.
> gnu: Add r-bbotk.
> gnu: Add r-mlr3tuning.
Thank you, pushed with commit 05c8c4f61f.
For r-mlr3pipelines search the code for DATE, as sometimes literal build
time stamps are included.
--
Ricardo
^ permalink raw reply [flat|nested] 5+ messages in thread
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2020-12-30 13:35 [bug#45553] [PATCH 0/3] Add r-mlr3 add-ons Wiktor Żelazny
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2020-12-30 13:38 ` [bug#45553] [PATCH 2/3] gnu: Add r-bbotk Wiktor Żelazny
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