_images/cosmomvpa_banner.png

A multi-modal, multi-variate pattern analysis (MVPA) toolbox in Matlab / GNU Octave for cognitive neuroscientists.

CoSMoMVPA

  • State-of-the art, yet simple to use MVPA implementations.
  • Runs on the Matlab and GNU Octave platform, on MS Windows, OSX, and GNU/Linux.
  • Handles fMRI volumetric, fMRI surface-based, and MEEG data through a uniform data structure.
  • Support for a wide range of data formats.
  • Searchlights in the volume, on the surface, over sensors, time bins, and frequency bands.
  • Multiple-comparison correction using Threshold-Free Cluster Enhancement Monte Carlo simulations.
  • Extensive documentation, including a variety of runnable scripts and implementation exercises (with solutions).
  • Is Free/Open Source Software (MIT License), see http://github.com/CoSMoMVPA/CoSMoMVPA.
_images/icon_demos.png _images/icon_philosophy.png _images/icon_get_started.png _images/icon_download.png _images/icon_modules.png _images/icon_documentation.png _images/icon_exercises.png _images/icon_tips.png _images/icon_faq.png _images/icon_contact.png _images/icon_develop.png _images/icon_thanks.png

News

Changes since last month

Summary

[BLD]    5 changes in build system
[DOC]    6 code documentation changes
[ENH]    9 enhancements
[EXC]    9 exercise-related changes
 [NF]    2 new features
 [RF]    2 refactorings
[SML]    1 minor changes
[TST]    4 unit or doctest changes
[WEB]   12 website documentation changes

All changes

commit 891247318e976afae7f43823133b489bd1611fd7
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Thu Mar 30 17:52:55 2017 +0200

    WEB: restore link to survey

 doc/source/news.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit dee1b97f0f704fe02671e5c98628fa1813a3634d
Merge: ecf012a d464a37
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 29 15:19:10 2017 +0200

    Merge pull request #140 from CoSMoMVPA/_nf/ttest_nan_is_missing
        nf/ttest nan is missing

commit d464a375e3dc76d5a8fb84c3f74f1e825f26217c
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 28 18:23:52 2017 +0200

    TST: run test with truly random data

 tests/test_stat.m | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

commit 97962c5d0c51af218a88ec726633353c1ee39368
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 28 18:23:28 2017 +0200

    DOC: explain missing values in more detail

 mvpa/cosmo_stat.m | 46 ++++++++++++++++++++++++++--------------------
 1 file changed, 26 insertions(+), 20 deletions(-)

commit 40ebf9485f9b9a4a14274ec986d29697460e272e
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 28 17:54:41 2017 +0200

    NF: support missing values when computing F or t statistics and
        converting output to z-score or p-value

 mvpa/cosmo_stat.m | 296 +++++++++++++++++++++++++++++++++++++++++++++---------
 tests/test_stat.m | 170 +++++++++++++++++++++++++++++++
 2 files changed, 421 insertions(+), 45 deletions(-)

commit 575226b3f8e69902f4bf3d8a3d754902aa2f5f90
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Mon Mar 27 15:20:54 2017 +0200

    TST: increase indent

 tests/test_stat.m | 214 +++++++++++++++++++++++++++---------------------------
 1 file changed, 107 insertions(+), 107 deletions(-)

commit 4f5577f169ca77d799d6eb445c243b2ec158a5d1
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Mon Mar 27 15:15:57 2017 +0200

    RF: rename variable

 mvpa/cosmo_stat.m | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

commit d5a1527b833f7c97eea78ca46a44b54a38b79162
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 25 23:56:35 2017 -0300

    RF+ACK: simplify isequaln. This also marks the end of the second
        meeting of LABMAN, the Latin American Brain Mapping Network,
        in Buenos Aires, Argentina. Thanks to all who made this
        possible, it was a pleasure.

 mvpa/cosmo_isequaln.m | 33 ++++++++++++++++-----------------
 1 file changed, 16 insertions(+), 17 deletions(-)

commit ab55cb18d625cfb7ead59550ef4e9afead88e58f
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 25 23:52:54 2017 -0300

    DOC: fix typo

 mvpa/cosmo_crossvalidation_measure.m | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit ecf012ad19abd2c04029421a70d12e92aab63e66
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 22 14:08:42 2017 -0300

    EXC+SML: fix typo

 doc/source/ex_measures.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit 60510ff5d9866d279dfcce7e12c53ea343ffe6bc
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 22 12:37:09 2017 -0300

    WEB: make labman2017 primary in exercises

 doc/source/documentation.rst   | 5 +++--
 doc/source/prni2016_ex_toc.rst | 3 +--
 doc/source/rhul2016_ex_toc.rst | 1 -
 3 files changed, 4 insertions(+), 5 deletions(-)

commit 7b72c07676e369c80e3407fba0d63dcdff3d06df
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 22 11:43:13 2017 -0300

    EXC: add warning to double dipping exercise

 examples/run_bad_double_dipping_analysis.m | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

commit 6d5bb3f1c666f4cbe6bc4fe896ac20901a75bd8a
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 22 11:21:26 2017 -0300

    EXC: add warning for double dipping analysis

 examples/run_bad_double_dipping_analysis.m | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

commit b45a2edd48c93318f0a31be2b5b72f67dd3e1c4f
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 22 10:30:47 2017 -0300

    EXC: use better variable name for test data

 examples/run_bad_double_dipping_analysis.m | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

commit 1e729e19190267d9b0bcfc2b9e38f9c0c34347b4
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 21 17:57:24 2017 -0300

    WEB: revert back to original schedule

 doc/source/labman2017_intro.rst | 5 +----
 doc/source/news.rst             | 2 +-
 2 files changed, 2 insertions(+), 5 deletions(-)

commit e538dea76f36c68e4b09f305e478043c57249ab9
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 21 16:04:27 2017 -0300

    EXC: clarify what is to be computed

 examples/run_splithalf_correlations_single_sub.m | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

commit de36799e670d3712dd2dd8e481b6a1da393d8fff
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Tue Mar 21 14:53:29 2017 -0300

    WEB: fix git merge conflict

 doc/source/labman2017_intro.rst | 5 -----
 1 file changed, 5 deletions(-)

commit b22b17101809678a5bf682e0f21bc0f404832f45
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 21 14:38:31 2017 -0300

    BLD: use hydra

 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit 6cd8e83073c1645c9017c1e5923493b0dd95b25b
Merge: 2042e93 e4e910c
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 21 14:37:50 2017 -0300

    MRG: resolve merge conflict

commit 2042e93b6cc617f1246247c4c5a2027bd3af0553
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 21 14:35:25 2017 -0300

    WEB: update schedule

 doc/source/labman2017_intro.rst | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

commit e4e910c7ba9957915bf7ea965adc7914a30be37d
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 21:55:47 2017 -0300

    WEB: update info for LABMAN

 doc/source/download.rst       | 8 ++++++--
 doc/source/labman2017.rst     | 6 +++---
 doc/source/quick_download.txt | 4 ++--
 3 files changed, 11 insertions(+), 7 deletions(-)

commit f93922b9568057eb82b25bfce74bdbac2085dfcc
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 20:39:17 2017 -0300

    WEB: add meeting point

 doc/source/labman2017_intro.rst | 2 ++
 1 file changed, 2 insertions(+)

commit e3d983365d9f1c5c8871a02391c7ba0116c4da6a
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 12:25:41 2017 -0300

    DOC: add explanation about time-freq searchlight

 doc/source/ex_meeg_searchlight.rst | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

commit 1be590f9d60b0da65b02acd7f7993d9a195d84fa
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 12:11:31 2017 -0300

    EXC: new time-freq exercise

 examples/run_meeg_timefreq_measures.m | 206 ++++++++++++++++++++++++++++++++++
 1 file changed, 206 insertions(+)

commit e21ed321d2ff28cb6c59edd0c8d72bf82aeaa80d
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 12:10:59 2017 -0300

    DOC: remove part about chunk caveat as it does no longer apply

 examples/run_meeg_time_generalization.m | 5 +----
 examples/run_meeg_timelock_measures.m   | 5 +----
 2 files changed, 2 insertions(+), 8 deletions(-)

commit 5be777caa6a4362de5572ffaf4e66a5c0684ebe9
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 12:10:17 2017 -0300

    WEB: link to full dataset

 doc/source/labman2017_intro.rst | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

commit 7a9c75a9ab0a43516e89e694db9a0491157457a2
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sun Mar 19 11:27:13 2017 -0300

    BLD: use proper rsync directory for indirect sync

 Makefile | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

commit 457f8f0233429e5056a3b38be929f4bbc10aff47
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 18 20:22:54 2017 -0300

    MSC: revert back to original FieldTrip as the issue causing Octave
        to throw an error has been fixed

 .travis.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit 78df796fae5443115a350a4fdb4caf9c12517bb0
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 18 20:21:46 2017 -0300

    EXC: new exercise about double dipping

 doc/source/ex_classify_double_dipping.rst  | 33 ++++++++++++++++
 doc/source/labman2017_ex_toc.rst           |  2 +
 examples/run_bad_double_dipping_analysis.m | 60 ++++++++++++++++++++++++++++++
 3 files changed, 95 insertions(+)

commit feb8b36d6433db05e0247fabf455e071f89f9790
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 18 19:05:54 2017 -0300

    BLD: simplify making run scripts

 mvpa/cosmo_publish_run_scripts.m | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

commit c6979e8b8926a6f68c377adc26c361aeb64b63d4
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 14:42:10 2017 -0300

    WEB: descibe using pip

 doc/source/contribute.rst | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

commit 149db268a8f7c2ff7be7e06ae9ada693d780f2df
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 14:33:07 2017 -0300

    ENH: show reassuring message

 examples/cosmo_wizard_set_config.m | 1 +
 1 file changed, 1 insertion(+)

commit 014c762006582f2746170b54441e05a75a50cc3b
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Wed Mar 15 14:17:39 2017 -0300

    BLD: Makefile for LABMAN

 Makefile | 55 ++++++++++++++++++++++++++++++++++++++++++++++++-------
 1 file changed, 48 insertions(+), 7 deletions(-)

commit 705b29537bafb0d2b8eb5c103f2ffd7b0cff1cf4
Merge: 751d452 de3eba3
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 12:42:49 2017 -0300

    Merge pull request #137 from nno/_enh/compat_norminv          ENH:
        norminv

commit de3eba3c7da3bb464ff8e4b525602c6206722265
Merge: ed63a91 751d452
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 09:45:41 2017 -0300

    Merge branch 'master' into _enh/compat_norminv

commit 751d452736cbe281e59bb6b5a097fee8f749e96d
Merge: e681013 af691d1
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 09:45:20 2017 -0300

    Merge pull request #138 from nno/_compat/isequaln          ENH:
        use cosmo_isequaln everywhere

commit ed63a91f0c457faefc6f8cfe83fe01f459bf2a6a
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 09:18:22 2017 -0300

    ENH: do not try non-scalar inputs with Octave

 tests/test_norminv.m | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

commit af691d1ca274a111f8078662fba504ca80befce0
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 07:54:47 2017 -0300

    TF: do not use cosmo_cosmo_ function because it does not exist

 mvpa/cosmo_squareform.m | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

commit 716c862562aeb21cb99a5e713e24fa7b2ff083e0
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 07:49:50 2017 -0300

    TST: switch off warning message

 tests/test_searchlight.m | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

commit 3b73005d4b6e6129d21803784c1cb90865877c1a
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 07:45:01 2017 -0300

    ENH: always use cosmo_norminv, not norminv

 mvpa/cosmo_montecarlo_cluster_stat.m              | 4 ++--
 mvpa/cosmo_stat.m                                 | 6 +-----
 mvpa/cosmo_synthetic_dataset.m                    | 2 +-
 tests/test_meeg_io.m                              | 2 +-
 tests/test_montecarlo_cluster_stat_distribution.m | 4 ----
 5 files changed, 5 insertions(+), 13 deletions(-)

commit 3969b3da3a4109a5f9566264ef30876f8c70a74c
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 07:38:58 2017 -0300

    ENH: use cosmo_isequaln everywhere

 mvpa/cosmo_align.m              | 2 +-
 mvpa/cosmo_check_neighborhood.m | 8 ++++----
 mvpa/cosmo_squareform.m         | 2 +-
 mvpa/cosmo_stack.m              | 2 +-
 4 files changed, 7 insertions(+), 7 deletions(-)

commit c59ae7991407ddeaf371bc9f9d9625e0f4b7bbbe
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Wed Mar 15 07:35:45 2017 -0300

    NF: norminv function

 mvpa/cosmo_norminv.m | 35 +++++++++++++++++++++++++++++++++++
 tests/test_norminv.m | 44 ++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 79 insertions(+)

commit e68101386a9c4e4048f2e9684e867512ade9ea88
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 14 08:42:52 2017 +0100

    WEB: add link to LABMAN in news

 doc/source/news.rst | 1 +
 1 file changed, 1 insertion(+)

commit a9405bc0544503a1e506afccf740e4d6a1046a7b
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 14 07:51:49 2017 +0100

    BLD: add "remote" target in Makefile

 Makefile | 2 ++
 1 file changed, 2 insertions(+)

commit fe058c5c1a01d344552bfec099b9f3e71c5ec10f
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 14 07:46:33 2017 +0100

    EXC: use independent samples partitioner

 examples/run_meeg_timelock_measures.m | 48 ++++++++++++++++++++---------------
 1 file changed, 28 insertions(+), 20 deletions(-)

commit 53ef050e26ca1a59c234f380b803fd2bd98f5b2f
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Tue Mar 14 07:45:52 2017 +0100

    WEB: add LABMAN 2017

 doc/source/all_exercises_ever_toc.txt |   1 +
 doc/source/index.rst                  |   4 +-
 doc/source/labman2017.rst             |  57 ++++++++++++
 doc/source/labman2017_ex_toc.rst      |  32 +++++++
 doc/source/labman2017_intro.rst       | 170 ++++++++++++++++++++++++++++++++++
 doc/source/links.txt                  |   1 +
 6 files changed, 263 insertions(+), 2 deletions(-)

commit 930a728c1c9be4d59b55adbe4333ebb82ea23ab8
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Mon Mar 13 18:19:30 2017 +0100

    WEB: update links

 doc/source/cimec2016_intro.rst | 4 ++--
 doc/source/download.rst        | 9 +++++----
 doc/source/prni2016_intro.rst  | 4 ++--
 doc/source/quick_download.txt  | 9 ++++-----
 4 files changed, 13 insertions(+), 13 deletions(-)

commit 02f3edbc9f2a2e7af99e81a6c4f30a23ee86fb6e
Merge: 6e42812 6da97fb
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Mon Mar 13 13:10:29 2017 +0100

    Merge pull request #136 from nno/_msc/use_custom_fieldtrip
        FIX: temporarily skip using official FieldTrip because it
        makes the build crash

commit 6da97fb645c257274d6e63ff2ccf34aea40cd572
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Mon Mar 13 12:13:40 2017 +0100

    FIX: temporarily skip using official FieldTrip because it makes
        the build crash. Issue reported at
        http://bugzilla.fieldtriptoolbox.org/show_bug.cgi?id=3269

 .travis.yml | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

commit 6e4281262eef7a52b792675281da615cd5bddf56
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Sun Mar 12 20:27:21 2017 +0100

    DOC: describe handling multiple partitions in more detail

 mvpa/cosmo_independent_samples_partitioner.m | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

commit 7cb952a25be7de3f28bc567c23d728d2f6bdf674
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Sun Mar 12 20:26:46 2017 +0100

    EXC: assign accuracy

 examples/run_cross_validation.m | 1 +
 1 file changed, 1 insertion(+)

commit c0a866c93eafd1ff41b4a95ed27a0d8d544a447b
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Sun Mar 12 20:26:29 2017 +0100

    ENH: use onCleanup when opening file

 examples/cosmo_wizard_set_config.m | 3 +++
 1 file changed, 3 insertions(+)

commit 8b7b2c438af73f48e581450257e8bf65361daed6
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Mon Mar 6 11:27:18 2017 +0100

    DOC: minor tweaks to documentation

 mvpa/cosmo_balance_partitions.m | 33 +++++++++++++++++++--------------
 1 file changed, 19 insertions(+), 14 deletions(-)

commit 64c5e1706038cc2f89b28da9fca9e8de71081806
Merge: b67d1d2 1b8f9c7
Author: Nikolaas N. Oosterhof <n.n.oosterhof@googlemail.com>
Date:   Sat Mar 4 12:01:40 2017 +0100

    Merge pull request #135 from nno/_enh/catch_error_pool
        ENH: do not throw error when unable to start parallel pool

commit 1b8f9c731ae387d71200c314b06f96ec0f9d2af5
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Fri Mar 3 18:29:25 2017 +0100

    TST: skip test with non-matching Matlab versions

 tests/test_parallel_get_nproc_available.m | 25 ++++++++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

commit 73e6874d25e0ef5f1fd032311c1561ba8cdf9286
Author: Nikolaas N. Oosterhof <nikolaas.oosterhof@unitn.it>
Date:   Fri Mar 3 17:52:05 2017 +0100

    ENH: do not throw error when unable to start parallel pool

 mvpa/cosmo_parallel_get_nproc_available.m | 34 ++++++++++++++++++++-----------
 tests/test_parallel_get_nproc_available.m | 33 ++++++++++++++++++++++++++++++
 2 files changed, 55 insertions(+), 12 deletions(-)