mirror of https://github.com/jlizier/jidt
Finalising files ready for v1.0 release
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</description>
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<!-- set global properties for this build -->
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<property name="version" value="0.2.0"/>
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<property name="version" value="1.0"/>
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<property name="mainfilename" value="infodynamics"/>
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<property name="jarplainname" value="${mainfilename}.jar" />
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<property name="jarversiondistnamezip" value="${mainfilename}-jar-${version}.zip" />
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@ -1,8 +1,14 @@
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Java Information Dynamics Toolkit
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Java Information Dynamics Toolkit (JIDT)
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Copyright (C) 2012 Joseph T. Lizier
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Version @VERSION@
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JIDT provides a standalone, open source code Java implementation (usable in Matlab, Octave and Python) of information-theoretic measures of distributed computation in complex systems: i.e. information storage, transfer and modification.
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This includes implementations for:
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- both discrete and continuous-valued variables, principally for the measures transfer entropy, mutual information and active information storage;
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- using various types of estimators (e.g. Kraskov-Stögbauer-Grassberger estimators, kernel estimation, linear-Gaussian).
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=============
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License
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=============
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@ -20,14 +26,6 @@ GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with this program. If not, see <http://www.gnu.org/licenses/>.
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=============
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Citation
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=============
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Please cite your use of this toolkit as:
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Joseph T. Lizier, "JIDT: An information-theoretic toolkit for studying the dynamics of complex systems", 2012, https://code.google.com/p/information-dynamics-toolkit/
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=============
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Website
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=============
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@ -65,6 +63,8 @@ Further, they will soon be posted on the web.
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Further documentation is provided by the Usage examples below.
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You can also join our email discussion group jidt-discuss at http://groups.google.com/d/forum/jidt-discuss
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=============
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Usage
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=============
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@ -81,9 +81,21 @@ Several sets of demonstration code are distributed with the toolkit:
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e. demos/octave/SchreiberTransferEntropyExamples -- recreates the transfer entropy examples in Schreiber's original paper presenting this measure; shows the correct parameter settings to reproduce these results -- see description at http://code.google.com/p/information-dynamics-toolkit/wiki/SchreiberTeDemos
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f. demos/octave/DetectingInteractionLags -- brief examples using the transfer entropy to examine source-delay interaction lags. Documentation to come soon; in the interim, see header comments in the .m files.
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f. demos/octave/DetectingInteractionLags -- demonstration of using the transfer entropy with source-destination lags; the demo is run under Octave or Matlab -- see description at http://code.google.com/p/information-dynamics-toolkit/wiki/DetectingInteractionLags
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g. java/unittests -- the JUnit test cases for the Java toolkit are included in the distribution -- these case also be browsed to see simple use cases for the various calculators in the toolkit -- see description at http://code.google.com/p/information-dynamics-toolkit/wiki/JUnitTestCases
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g. demos/java/InterregionalTransfer -- higher level example using collective transfer entropy to infer effective connections between "regions" of data -- see description at http://code.google.com/p/information-dynamics-toolkit/wiki/InterregionalTransfer
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h. demos/octave/NullDistributions -- investigating the correspondence between analytic and bootstrapped distributions for TE and MI under null hypotheses of no relationship; the demo is run under Octave or Matlab -- see description at https://code.google.com/p/information-dynamics-toolkit/wiki/NullDistributions
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i. java/unittests -- the JUnit test cases for the Java toolkit are included in the distribution -- these case also be browsed to see simple use cases for the various calculators in the toolkit -- see description at http://code.google.com/p/information-dynamics-toolkit/wiki/JUnitTestCases
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=============
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Citation
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=============
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Please cite your use of this toolkit as:
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Joseph T. Lizier, "JIDT: An information-theoretic toolkit for studying the dynamics of complex systems", 2012, arXiv:<INSERT_NUMBER>
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=============
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Notices
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