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This package was removed from CRAN on 2018-08-04. Its history is shown below.
Reason: requested by the maintainer 'Grzegorz Klima <gklima@users.sourceforge.net>'
Details below reflect version 0.6.2, its last release before removal.

FCNN4R

0.6.2Package record

Fast Compressed Neural Networks for R

0packages depend
–downloads / year
–test coverage
–flavors OK

Overview

About

Provides an interface to kernel routines from the FCNN C++ library. FCNN is based on a completely new Artificial Neural Network representation that offers unmatched efficiency, modularity, and extensibility. FCNN4R provides standard teaching (backpropagation, Rprop, simulated annealing, stochastic gradient) and pruning algorithms (minimum magnitude, Optimal Brain Surgeon), but it is first and foremost an efficient computational engine. Users can easily implement their algorithms by taking advantage of fast gradient computing routines, as well as network reconstruction functionality (removing weights and redundant neurons, reordering inputs, merging networks). Networks can be exported to C functions in order to integrate them into virtually any software solution.

Install

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

Documentation

In release 0.6.2
READMENoVignettesNoNEWSNoCitation fileYes · computed when R runs itWebsitenot declared in DESCRIPTION
Help pages
31 (3 internal)includes a package overview page
Examples that run
78%7 run in a plain check · 2 never run
Exported functions with examples
32%
Documented parameters
99%
Return-value docs
100%
Help pages citing references
19%

Downloads

FCNN4R
Daily download trend is not available in this view yet.
Also on104 c2d4u

Dependencies

Declared dependencies
1 external dependency (excludes base and recommended)
Depends (5)
R >= 3.0statsgraphicsmethodsRcpp
Imports (0)
none
LinkingTo (0)
none
Suggests (0)
none
Enhances (0)
none
Reverse dependencies
0direct
–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

People & History

People (1)
Contributor

Maintainer since 0.3.0 (2015)

Releases (11)

Pick two releases to compare their code metrics.

  • R
    R 3.6.0 released · 2019-04-26
  • archivedRemoved from CRAN
    2018-08-04
    requested by the maintainer 'Grzegorz Klima <gklima@users.sourceforge.net>'
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • R
    R 3.3.0 released · 2016-05-03
  • 0.6.2
    record
    2016-03-09 · diff ↗
  • 0.6.1
    record
    2016-03-07 · diff ↗
  • 0.6.0
    record
    2015-12-31 · diff ↗ ·
    added 5 exports
    mlp_expand_reorder_inputs, mlp_rm_input_neurons, mlp_teach_sgd, read.fcnndataset, write.fcnndataset
  • 0.5.0
    record
    2015-10-12 · diff ↗ ·
    added 2 exports
    mlp_teach_grprop, mlp_teach_sa
  • 0.4.1
    record
    2015-08-27 · diff ↗
  • 0.4.0
    record
    2015-08-26 · diff ↗ ·
    added 3 exports
    mlp_jacob, mlp_merge, mlp_stack
  • 0.3.4
    record
    2015-07-25 · diff ↗
  • 0.3.3
    record
    2015-07-21 · diff ↗
  • 0.3.2
    record
    2015-07-17 · diff ↗
  • 0.3.1
    record
    2015-07-15 · diff ↗
  • 0.3.0
    record
    2015-07-14
Show 1 earlier eventHide 1 earlier event
  • R
    R 3.2.0 released · 2015-04-16

Package metadata

First published
2015-07-14
Total releases
11 / 11 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 3.0

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("FCNN4R")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for FCNN4R version 0.6.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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