From: <mur...@us...> - 2011-08-07 15:21:47
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Revision: 174 http://python-control.svn.sourceforge.net/python-control/?rev=174&view=rev Author: murrayrm Date: 2011-08-07 15:21:38 +0000 (Sun, 07 Aug 2011) Log Message: ----------- tagging 0.5a Modified Paths: -------------- trunk/ChangeLog Added Paths: ----------- tags/control-0.5a/ tags/control-0.5a/ChangeLog tags/control-0.5a/doc/Makefile tags/control-0.5a/doc/README tags/control-0.5a/doc/conf.py tags/control-0.5a/doc/index.rst tags/control-0.5a/doc/intro.rst tags/control-0.5a/doc/matlab_strings.rst tags/control-0.5a/examples/README tags/control-0.5a/examples/genswitch.py tags/control-0.5a/examples/phaseplots.py tags/control-0.5a/examples/pvtol-lqr.py tags/control-0.5a/examples/pvtol-nested-ss.py tags/control-0.5a/examples/pvtol-nested.py tags/control-0.5a/examples/secord-matlab.py tags/control-0.5a/examples/test-response.py tags/control-0.5a/setup.py tags/control-0.5a/src/__init__.py tags/control-0.5a/src/ctrlutil.py tags/control-0.5a/src/delay.py tags/control-0.5a/src/freqplot.py tags/control-0.5a/src/margins.py tags/control-0.5a/src/mateqn.py tags/control-0.5a/src/matlab.py tags/control-0.5a/src/modelsimp.py tags/control-0.5a/src/nichols.py tags/control-0.5a/src/phaseplot.py tags/control-0.5a/src/pzmap.py tags/control-0.5a/src/rlocus.py tags/control-0.5a/src/statefbk.py tags/control-0.5a/src/statesp.py tags/control-0.5a/src/timeresp.py tags/control-0.5a/src/xferfcn.py tags/control-0.5a/tests/convert_test.py tags/control-0.5a/tests/margin_test.py tags/control-0.5a/tests/matlab_test.py tags/control-0.5a/tests/phaseplot_test.py tags/control-0.5a/tests/test_all.py tags/control-0.5a/tests/timeresp_test.py Removed Paths: ------------- tags/control-0.5a/ChangeLog tags/control-0.5a/doc/Makefile tags/control-0.5a/doc/README tags/control-0.5a/doc/conf.py tags/control-0.5a/doc/control.tex tags/control-0.5a/doc/index.rst tags/control-0.5a/doc/intro.rst tags/control-0.5a/doc/matlab_strings.rst tags/control-0.5a/examples/pvtol-lqr.py tags/control-0.5a/examples/pvtol-nested-ss.py tags/control-0.5a/examples/pvtol-nested.py tags/control-0.5a/examples/secord-matlab.py tags/control-0.5a/examples/test-response.py tags/control-0.5a/setup.py tags/control-0.5a/src/__init__.py tags/control-0.5a/src/ctrlutil.py tags/control-0.5a/src/delay.py tags/control-0.5a/src/freqplot.py tags/control-0.5a/src/mateqn.py tags/control-0.5a/src/matlab.py tags/control-0.5a/src/modelsimp.py tags/control-0.5a/src/nichols.py tags/control-0.5a/src/pzmap.py tags/control-0.5a/src/rlocus.py tags/control-0.5a/src/statefbk.py tags/control-0.5a/src/statesp.py tags/control-0.5a/src/timeresp.py tags/control-0.5a/src/xferfcn.py tags/control-0.5a/tests/convert_test.py tags/control-0.5a/tests/matlab_test.py tags/control-0.5a/tests/test_all.py tags/control-0.5a/tests/timeresp_test.py Deleted: tags/control-0.5a/ChangeLog =================================================================== --- trunk/ChangeLog 2011-06-18 19:13:09 UTC (rev 161) +++ tags/control-0.5a/ChangeLog 2011-08-07 15:21:38 UTC (rev 174) @@ -1,366 +0,0 @@ -2011-06-18 Richard Murray <murray@malabar.local> - - * src/timeresp.py, src/matlab.py: moved documentation about time - series convention from matlab.py to timeresp.py - - * examples/pvtol-nested-ss.py: Fixed bug in call to step (wrong - second argument) - - * tests/matlab_test.py: Updated tests to use MATLAB time response - conventions. - - * tests/timeresp_test.py: Created unit tests for timeresp module, - based on matlab_test.py - -2011-06-17 Richard Murray <murray@malabar.local> - - * src/timeresp.py (ForcedResponse): swapped order of input and time - arguments for linear response, following Eike's comment "T must - always be supplied by the user, but U has a useful default value of - 0." - - * src/matlab.py: moved code for lsim, initial, step, and impulse to - timeresp.py and put in new routes that call timeresp.* versions of - the functions with transposeData set to True. - - * src/timesim.py (_check_convert_array): added transpose argument - that will transpose input data before processing it. - - * src/timesim.py: renamed lsim, initial, step, and impulse functions - to ForcedResponse, InitialResponse, StepResponse and - ImpulseResponse. These versions use Eike Welk's input ordering. - - * examples/pvtol-nested.py: calls to step() had screwed up inputs. - Fixed. - -2011-06-17 Richard Murray <murray@malabar.local> - - * src/matlab.py: added MIMO extensions from Eike Welk on 12 Jun - 2011: adds MIMO capabilities for ``lsim``, ``step``, ``impulse``, - ``initial`` - - * src/matlab.py: added changes from Eike Welk on 12 May 2011: - - - An implementation of the four simulation functions ``lsim``, - ``step``, ``initial``, and ``impulse`` of the module ``matlab``. - - - Adds a function ``dcgain`` to the ``matlab`` module, which - computes the gain of a linear system for steady state and - constant input. - - - The patch contains a bug fix for class ``StateSpace``, which - enables it to work properly together with Scipy's ``signal`` - module. - - - The simulation functions' return values are changed (back?) to - arrays, because matrices confuse Matplotlib. - - - New times series convention: see _time-series-convention section - of matlab documentation - - - SISO simulation data are squeezed on output. To turn this off, - pass the option squeeze=False - ----- control-0.4c released ----- - -2011-06-17 Richard Murray <mu...@dh...> - - * examples/tfvis.py: Added tfvis, Simple GUI application for - visualizing how the poles/zeros of the transfer function effects the - bode, nyquist and step response of a SISO system. Contributed by - Vanessa Romero Segovia, Ola Johnsson, Jerker Nordh. - -2011-06-16 Richard Murray <murray@malabar.local> - - * src/matlab.py: import mateqn functions - - * src/__init__.py: import mateqn functions - - * tests/test_all.py: added unit tests for matrix solvers, converting - to standard format along the way. Seems to work even if slycot - routines are not in place, but I'm not sure if this is for the right - reasons... - - * src/mateqn.py: added matrix solvers from LTH (Ola Johnsson, Jerker - Nordh, Bjorn Olofsson, Vanessa Romero). Moved slycot function - checks to the portion of the code where they are used, so that - missing slycot doesn't mess up initialization if proper version of - slycot is not available. - -2011-04-02 Richard Murray <murray@malabar.local> - - * src/xferfcn.py (TransferFunction.__add__): fixed bug when adding a - transfer function to state space system; _convertToTransferFunction - was being called with input/output keywords. Picked up in unit test. - - * tests/matlab_test.py: added calls to all of the functions that are - currently implemented in the library, to make sure there are no - hidden issues. These calls do *not* test functionality, they just - make sure that MATLAB compatibility functions accept the right types - of arguments. - - * examples/secord-matlab.py: added root locus plot to list of - figures that are produced - - * src/__init__.py: added rlocus to list of modules that are imported - by control module - - * src/exception.py (ControlMIMONotImplemented): added exception for - functions that are not yet implemented for MIMO systems - - * src/xferfcn.py (TransferFunction.__init__): convert integer - numerator and denominator objects to floats to eliminate errors when - creating common denominator (also used on pole command). This fixes - and error were tf([1], [1, 2, 1]).pole() would generate an error. - - * src/freqplot.py (bode): Tweaked documentation string to remove 'h' - from mag and phase return arguments - - * src/rlocus.py (RootLocus): removed commands that set figure number - inside of RootLocus command, for consistency with other frequency - plot routines. Added Plot=True argument and updated documentation. - - * src/matlab.py: added rlocus() command (calls RootLocus) - - * MANIFEST.in: Added MANIFEST.in file to include examples and tests - in source distribution - - * README: Updated to include information on how to run unit tests. - - * setup.py: updated version number to 0.4c - ----- control-0.4b released ----- - -2011-04-02 Richard Murray <murray@malabar.local> - - * src/__init__.py: removed import of tests module (moved to tests/) - - * src/matlab.py: Added hsvd, balred, modred to list of functions - that are imported for use as is. Updated documentation string to - indicate that these are implemented, along with a few other - functions (zero, lqr) that weren't properly listed. - - * src/modelsimp.py (balred): Removed extraneous print statements - (modred): Set method to be 'matchdc' by default (to match MATLAB) - - * src/__init__.py: added missing import of modelsimp functions - - * tests/slycot_convert_test.py (TestSlycot.testTF): turned off print - statements in unit test to make it easier to see results. Use - verbose=True to turn back on. - - * tests/convert_test.py (TestConvert.testConvert): got rid of print - statements in unittest; clutters the output so that you can't see - the errors clearly. Use verbose=True to turn back on. - - * src/statesp.py (_convertToStateSpace): removed "buggy" print - statements - - * src/xferfcn.py (_convertToTransferFunction): removed "buggy" print - statements - - * tests/nichols_test.py (TestStateSpace.testNgrid): updated testcode - to turn off grid in initial Nichols chart plot. - - * src/freqplot.py: updated comments at top of file to reflect - nichols chart move - - * src/nichols.py: transferred over changes from v0.3d - - * src/matlab.py (ngrid): moved import to function - -2011-03-31 Richard Murray <murray@malabar.local> - - * examples/pvtol-nested.py: updated stability margin plot to use - proper calling format for bode(). - - * src/statesp.py (_convertToStateSpace): moved slycot import - to the location where it is actually needed (allows running some - commands without slycot installed) - - * src/xferfcn.py (_convertToTransferFunction): moved slycot import - to the location where it is actually needed (allows running some - commands without slycot installed) - - * src/nichols.py: new file for Nichols plot routines; move - nichols(), nichols_grid(), closed_loop_contours(), m_circles(), - n_circles() - - * src/__init__.py, src/freqresp.py, src/matlab.py: updated to match - new file structure for Nichols charts - - * src/nichols.py (nichols): updated processing of freqresp to take - into account the fact that return arguments are now a matrix of - results (even for a SISO system) - -2011-03-30 Richard Murray <murray@malabar.local> - - * tests/: added top level subdirectory, to be used for unit tests. - The idea in putting the code here is that you can do 'setup.py test' - during installation to make sure everything is working correctly. - The test code would normally *not* be callable from the installed - module. - - * tests/*_test.py: moved from src/Test*.py - - * setup.py: updated version number. - -2011-02-13 Richard Murray <murray@sumatra.local> - - * src/*.py: added svn:keywords Id properly - - * src/matlab.py (ngrid): added ngrid() from v0.3d - - * src/freqplot.py (nichols_grid, closed_loop_contours, m_circles, - n_circles): copied over changes from Allan McInnes in v0.3d; ngrid() - functiality + split out some of the nichols chart code into separate - functions - -2011-02-12 Richard Murray <murray@sumatra.local> - - * setup.py: updated version number to 0.4a - -2010-11-05 Richard Murray <murray@sumatra.local> - - * external/yottalab.py: New file containing Roberto Bucher's control - library functions. OK to start pulling these into the main library, - with attribution, but note that they use modifications of the - default library => some rewrites will be needed. - -2010-09-11 Richard Murray <murray@sumatra.local> - - * src/matlab.py (step): Added local step response function that uses - lsim2() instead of signal.step (which can't handle integrators). - This function may not be needed when new scipy step2() function is - available. - (impulse): Added local impulse response function that sets the - initial condition based on the input matrix and then uses the - lsim2() function to compute the response. - - * examples/test-response.py: Added test script for making sure that - time repsonse functions are working as desired - - * src/matlab.py (lsim): Added local version of lsim that calls - signal.lsim2 (actual ODE integrator) - -2010-09-06 Richard Murray <murray@sumatra.local> - - * src/statefbk.py (ctrb): new function for testing controllability - * src/statefbk.py (obsv): new function for testing observabiilty - -2010-09-02 Richard Murray <murray@sumatra.local> - - * src/statefbk.py (place): Use np.size() instead of len() for - finding length of placed_eigs for better compatability with - different python versions [courtesy of Roberto Bucher] - - * src/delay.py (pade): New file for delay-based computations + - initial implementation of pade() [courtesy Sawyer Fuller] - -2010-06-17 Richard Murray <murray@sumatra.local> - - * src/rlocus.py: changed num, den to nump, denp for clarity - * src/rlocus.py: new file with Ryan Krauss's root locus code - -2010-06-06 Richard Murray <murray@sumatra.local> - - * examples/pvtol-lqr.py: Added example to test out LQR routines - - * src/matlab.py (bode): created a wrapper that allows MATLAB style - arguments for bode (eg, bode(sys1, sys2)) - - * src/ctrlutil.py (issys): added new function to check if an object - is a system (state space or transfer function). Will generalize - this latter to look for other compatible classes. - - * src/freqplot.py (bode): Compute frequency range of bode plot based - on poles and zeros - (bode): Allow bode plot to be passed a list (or tuple) as the first - argument, in which case multiple bode plots are generated - - * src/statesp.py (StateSpace.zeros): new function to compute zeros - for a state space system - (StateSpace): defined new functions to compute poles of a state - space system - - * src/xferfcn.py (TransferFunction): defined new functions to - compute poles and zeros of a transfer function. - -2010-05-31 Richard Murray <murray@sumatra.local> - - * src/exception.py (ControlNotImplemented): added new exception, to - be used for functions that are not yet implemented - - * src/statefbk.py (lqr): added lqr function (using slycot). Still - needs to be verified to make sure calculations are correct. - - * ChangeLog: converted to standard GNU formation (old style below) - * setup.py: updated package number to v0.3, changed URL to - sourceforge wiki - ------------------- -31 May 2010, RMM: added place() function using slycot - * New module: statefbk - functions to design state feedback controllers - * Uses Enrico Avventi slycot wrappers (http://github.com/avventi/Slycot) - * Also added some exception types: ControlSlycot and ControlDimension - * Added new example to test slycot interface (directly) - -29 May 2010, RMM: updated function documentation - * Added __doc__ strings for all current functions - * Added __doc__ string to matlab module, listing control toolbox functions - -22 May 2010, RMM: tweaked comments and released v0.3a - * Changed copyright information on modified files to 2010 - * Updated "to do" comments to use "#! TODO:" as prefix - -11 Feb 2010, GR: implemented and tested state space feedback -15 Jan 2010, GR: added new example, improved bode - -4 Jan 2010, GR: updated bode plots - * made bode plot more like matlab - * added options for plotting in dB, Hz - -27 Dec 2009, GR: important bug fix: feedback TFs were being divided by two - -10 Oct 09, RMM: reset matplotlib import in secord-matlab - * Using 'from matplotlib import *' causes error with figures - * On my other computer, got error when trying to import 'matplotlib.pyplot' - * Need to sort out versions and figure out proper import structure - -13 Sep 09, RMM: added basic state space functionality - * Updated StateSpace routines to allow BD algebra with constants - * Updated pvtol-nested example to try to use state space representation - (not completely working yet) - -12 Sep 09, RMM: code restructuring for transfer functions - * Implemented feedback() method in bldalg; partially working - for mixture of TF, SS and numbers (not thoroughly tested yet) - * New feedback method for TransferFunctions - * Updated gangof4 to use new feedback function - -9 Sep 09, RMM: updated pzmap to generate a plot (turn off with Plot=False) - -8 Sep 09, RMM: rewrite of xferfcn to handle type casting better - * Appropriate functions now call convertToTransferFunction - * Restricted transfer function to SISO only - -7 Sep 09, RMM: additional fixes - * Implemented block diagram operations for SISO transfer functions - * Modified frequency response functions for transfer functions - * Added rudimentary pole/zero computations - * Added comments on things that need to be fixed (search for !) - -5 Sep 09, RMM: updates to get standard examples working - * Copied and converted pvtol_nested.py from AM08, Chapter 11 - * Updated freqresp to use poly1d for computing values - * Added outputs to bode plot - return mag and phase subplot handles - -2009-05-24 Richard Murray <murray@kona-2.local> - * ./ Initial creation of package files and ChangeLog - * Using simpler text format since emacs python mode doesn't support - ChangeLog entries anyway - - -Local Variables: -mode:text -End: Copied: tags/control-0.5a/ChangeLog (from rev 172, trunk/ChangeLog) =================================================================== --- tags/control-0.5a/ChangeLog (rev 0) +++ tags/control-0.5a/ChangeLog 2011-08-07 15:21:38 UTC (rev 174) @@ -0,0 +1,541 @@ +---- control-0.5a released ----- + +2011-08-07 Richard Murray <murray@malabar.local> + + * setup.py: updated version number; next release will be 0.5a since + the changes in function names and argument/return value order (for + time reponses) require small updates in code + + * examples/secord-matlab.py, examples/pvtol-nested-ss.py, + examples/test-response.py, examples/pvtol-nested.py: fixed small bug + in order of output arguments for step command + +2011-08-06 Richard Murray <murray@malabar.local> + + * src/matlab.py (ngrid): copy documentation from nichols_grid + + * src/__init__.py: changed import commands to import specific + functions rather than '*' (better modularity) + + * src/freqplot.py: default function names are now bode_plot, + nyquist_plot and gangof4_plot (still with aliases to non-"_plot" + versions) + + * src/nichols.py (nichols_plot): updated nichols to nichols_plot for + consistency with other python-control plotting functions. Set up + alias for original name + + * src/margins.py: StabilityMargins, PhaseCrossoverFrequencies -> + stability_margins, phase_crossover_frequencies + + * src/phaseplot.py: changed PhasePlot and boxgrid to phase_plot, + box_grid + + * src/timeresp.py: changed ForcedReponse, InitialReponse, + ImpulseReponse and StepResponse to forced_response, + initial_response, impulse_response and step_response. + + * src/rlocus.py: changed RootLocus to root_locus for better + compatability with PEP 8. Also updated unit tests and examples. + +2011-07-25 Richard Murray <murray@malabar.local> + + * tests/phaseplot_test.py: updated unit tests to use new call + signatures + + * examples/phaseplots.py: updated calls to PhasePlot to use new + argument structure + + * src/phaseplot.py (PhasePlot): Updated call signature to be + more pythonic and fixed up documentation. + + * examples/genswitch.py (genswitch): added new example showing + PhasePlot functionality + + * src/phaseplot.py (boxgrid): added function to compute initial + conditions around the edges of a box + +2011-07-24 Richard Murray <murray@malabar.local> + + * tests/margin_test.py: added simple unit tests for margin functions + (initial versions just call functions; some comparisons missing) + + * examples/README: added missing README file + + * examples/phaseplots.py: FBS examples for phaseplot + + * tests/phaseplot_test.py: unit tests for phaseplot + + * src/phaseplot.py: initial cut at phase portrait function, built + from amphaseplot (Feeback Systems [FBS], Astrom and Murray, 2008) + +2011-07-15 Richard Murray <murray@malabar.local> + + * tests/matlab_test.py (TestMatlab): added unittest for margin() + commands (calling format only) + + * src/statesp.py (StateSpace): updated comments + + * tests/margin_test.py: set up unit tests for StabilityMargins() and + PhaseCrossoverFrequencies() + + * src/__init__.py: added margins.py to __init__ + +2011-07-14 Richard Murray <murray@malabar.local> + + * src/margins.py (GainPhaseMargin): moved freqplot.MarginPlot to + margin.StabilityMargins (MarginPlot didn't actually plot anything) + + * src/margins.py (PhaseCrossoverFrequencies): added new function to + compute frequencies that we cross real axis. Contributed by Steffen + Waldherr <wal...@is...> + +2011-07-11 Richard Murray <murray@malabar.local> + + * src/rlocus.py: added real() and imag() to list of functions + imported from numpy + + * src/freqplot.py: renamed plotting functions to BodePlot, + NyquistPlot, GangOf4Plot and MarginPlot. Set up aliases to the more + common names (bode, nyquest, gangof4, margin). Mainly playing + around with idea for the eventual interface to use. + + * tests/matlab_test.py: updated timeresp outputs to match MATLAB + + * src/matlab.py (impulse, initial, lsim, step): switched outputs + from step, impulse, initial, lsim to match MATLAB standard + +2011-07-01 Richard Murray <murray@malabar.local> + + * src/rlocus.py: modified scipy import to only import those + functions that we actually use. This fixes a problem pointed out by + Carsten Knoll (TU Dresden) where control.place could be overwritten + by numpy.place (because of an "from scipy import *" in rlocus.py + + * doc/intro.rst: Added link to scipy web page talking about the + differences between numpy and MATLAB (contributed by Shuo Han). + +2011-06-25 Richard Murray <murray@malabar.local> + + * src/xferfcn.py (TransferFunction._common_den): changed tolerance + for detecting complex valued poles to a user-settable parameter, + with default value 1e-8. This was an attempt to fix errors in the + convert_test.py unittest script (conversion routine was + misclassifying some poles as imaginary when they weren't). + + * src/xferfcn.py (_convertToTransferFunction): converted arguments + to tb04ad to numpy arrays; fixes a unit test error in convert_test.py. + + * src/statefbk.py (gram): convert system matrix passed to sb03md to + numpy array; this fixes a unit test error in modelsimp_test.py. + + * src/matlab.py (impulse): got rid of X0 argument for impulse + response (not implemented in MATLAB). + + * doc/intro.rst: added some quick start information + + * src/matlab.py: added documentation for step, impulse, initial, lsim + + * src/timeresp.py: fixed some MATLAB specific function names in + function doc strings + +2011-06-22 Richard Murray <murray@malabar.local> + + * doc/intro.rst: fixed some small types + + * doc/control.tex: removed (no longer needed) + +2011-06-22 Richard Murray <murray@malabar.local> + + * doc/intro.rst: Added a slightly more general introduction, with a + pointer to the python-control wiki (on sf.net) + + * doc/Makefile: Changed path to sphinx-build to assume it is in the + users path (as opposed to an explicit path) + + * doc/conf.py: Added release information into documentation file + +2011-06-21 Richard Murray <murray@malabar.local> + + * src/statesp.py (_mimo2siso): Moved function from matlab.py. + + * src/timeresp.py: added file documentation + split out and updated + copyright info. Small corrections to documentation. + (InitialResponse): Added missing transpose argument in call to + ForcedResponse + + * src/matlab.py: minor changes to documentation to avoid line wraps + on standard (80 col) terminal window + + * src/matlab.py: removed time-series convention documentation from + matlab.py since current MATLAB version uses standard conventions. + This documentation is currently in timeresp.py. + + * src/*, doc/*: added Eike Welk's documentation modifications + +2011-06-18 Richard Murray <murray@malabar.local> + + * src/timeresp.py, src/matlab.py: moved documentation about time + series convention from matlab.py to timeresp.py + + * examples/pvtol-nested-ss.py: Fixed bug in call to step (wrong + second argument) + + * tests/matlab_test.py: Updated tests to use MATLAB time response + conventions. + + * tests/timeresp_test.py: Created unit tests for timeresp module, + based on matlab_test.py + +2011-06-17 Richard Murray <murray@malabar.local> + + * src/timeresp.py (ForcedResponse): swapped order of input and time + arguments for linear response, following Eike's comment "T must + always be supplied by the user, but U has a useful default value of + 0." + + * src/matlab.py: moved code for lsim, initial, step, and impulse to + timeresp.py and put in new routes that call timeresp.* versions of + the functions with transposeData set to True. + + * src/timesim.py (_check_convert_array): added transpose argument + that will transpose input data before processing it. + + * src/timesim.py: renamed lsim, initial, step, and impulse functions + to ForcedResponse, InitialResponse, StepResponse and + ImpulseResponse. These versions use Eike Welk's input ordering. + + * examples/pvtol-nested.py: calls to step() had screwed up inputs. + Fixed. + +2011-06-17 Richard Murray <murray@malabar.local> + + * src/matlab.py: added MIMO extensions from Eike Welk on 12 Jun + 2011: adds MIMO capabilities for ``lsim``, ``step``, ``impulse``, + ``initial`` + + * src/matlab.py: added changes from Eike Welk on 12 May 2011: + + - An implementation of the four simulation functions ``lsim``, + ``step``, ``initial``, and ``impulse`` of the module ``matlab``. + + - Adds a function ``dcgain`` to the ``matlab`` module, which + computes the gain of a linear system for steady state and + constant input. + + - The patch contains a bug fix for class ``StateSpace``, which + enables it to work properly together with Scipy's ``signal`` + module. + + - The simulation functions' return values are changed (back?) to + arrays, because matrices confuse Matplotlib. + + - New times series convention: see _time-series-convention section + of matlab documentation + + - SISO simulation data are squeezed on output. To turn this off, + pass the option squeeze=False + +---- control-0.4c released ----- + +2011-06-17 Richard Murray <mu...@dh...> + + * examples/tfvis.py: Added tfvis, Simple GUI application for + visualizing how the poles/zeros of the transfer function effects the + bode, nyquist and step response of a SISO system. Contributed by + Vanessa Romero Segovia, Ola Johnsson, Jerker Nordh. + +2011-06-16 Richard Murray <murray@malabar.local> + + * src/matlab.py: import mateqn functions + + * src/__init__.py: import mateqn functions + + * tests/test_all.py: added unit tests for matrix solvers, converting + to standard format along the way. Seems to work even if slycot + routines are not in place, but I'm not sure if this is for the right + reasons... + + * src/mateqn.py: added matrix solvers from LTH (Ola Johnsson, Jerker + Nordh, Bjorn Olofsson, Vanessa Romero). Moved slycot function + checks to the portion of the code where they are used, so that + missing slycot doesn't mess up initialization if proper version of + slycot is not available. + +2011-04-02 Richard Murray <murray@malabar.local> + + * src/xferfcn.py (TransferFunction.__add__): fixed bug when adding a + transfer function to state space system; _convertToTransferFunction + was being called with input/output keywords. Picked up in unit test. + + * tests/matlab_test.py: added calls to all of the functions that are + currently implemented in the library, to make sure there are no + hidden issues. These calls do *not* test functionality, they just + make sure that MATLAB compatibility functions accept the right types + of arguments. + + * examples/secord-matlab.py: added root locus plot to list of + figures that are produced + + * src/__init__.py: added rlocus to list of modules that are imported + by control module + + * src/exception.py (ControlMIMONotImplemented): added exception for + functions that are not yet implemented for MIMO systems + + * src/xferfcn.py (TransferFunction.__init__): convert integer + numerator and denominator objects to floats to eliminate errors when + creating common denominator (also used on pole command). This fixes + and error were tf([1], [1, 2, 1]).pole() would generate an error. + + * src/freqplot.py (bode): Tweaked documentation string to remove 'h' + from mag and phase return arguments + + * src/rlocus.py (RootLocus): removed commands that set figure number + inside of RootLocus command, for consistency with other frequency + plot routines. Added Plot=True argument and updated documentation. + + * src/matlab.py: added rlocus() command (calls RootLocus) + + * MANIFEST.in: Added MANIFEST.in file to include examples and tests + in source distribution + + * README: Updated to include information on how to run unit tests. + + * setup.py: updated version number to 0.4c + +---- control-0.4b released ----- + +2011-04-02 Richard Murray <murray@malabar.local> + + * src/__init__.py: removed import of tests module (moved to tests/) + + * src/matlab.py: Added hsvd, balred, modred to list of functions + that are imported for use as is. Updated documentation string to + indicate that these are implemented, along with a few other + functions (zero, lqr) that weren't properly listed. + + * src/modelsimp.py (balred): Removed extraneous print statements + (modred): Set method to be 'matchdc' by default (to match MATLAB) + + * src/__init__.py: added missing import of modelsimp functions + + * tests/slycot_convert_test.py (TestSlycot.testTF): turned off print + statements in unit test to make it easier to see results. Use + verbose=True to turn back on. + + * tests/convert_test.py (TestConvert.testConvert): got rid of print + statements in unittest; clutters the output so that you can't see + the errors clearly. Use verbose=True to turn back on. + + * src/statesp.py (_convertToStateSpace): removed "buggy" print + statements + + * src/xferfcn.py (_convertToTransferFunction): removed "buggy" print + statements + + * tests/nichols_test.py (TestStateSpace.testNgrid): updated testcode + to turn off grid in initial Nichols chart plot. + + * src/freqplot.py: updated comments at top of file to reflect + nichols chart move + + * src/nichols.py: transferred over changes from v0.3d + + * src/matlab.py (ngrid): moved import to function + +2011-03-31 Richard Murray <murray@malabar.local> + + * examples/pvtol-nested.py: updated stability margin plot to use + proper calling format for bode(). + + * src/statesp.py (_convertToStateSpace): moved slycot import + to the location where it is actually needed (allows running some + commands without slycot installed) + + * src/xferfcn.py (_convertToTransferFunction): moved slycot import + to the location where it is actually needed (allows running some + commands without slycot installed) + + * src/nichols.py: new file for Nichols plot routines; move + nichols(), nichols_grid(), closed_loop_contours(), m_circles(), + n_circles() + + * src/__init__.py, src/freqresp.py, src/matlab.py: updated to match + new file structure for Nichols charts + + * src/nichols.py (nichols): updated processing of freqresp to take + into account the fact that return arguments are now a matrix of + results (even for a SISO system) + +2011-03-30 Richard Murray <murray@malabar.local> + + * tests/: added top level subdirectory, to be used for unit tests. + The idea in putting the code here is that you can do 'setup.py test' + during installation to make sure everything is working correctly. + The test code would normally *not* be callable from the installed + module. + + * tests/*_test.py: moved from src/Test*.py + + * setup.py: updated version number. + +2011-02-13 Richard Murray <murray@sumatra.local> + + * src/*.py: added svn:keywords Id properly + + * src/matlab.py (ngrid): added ngrid() from v0.3d + + * src/freqplot.py (nichols_grid, closed_loop_contours, m_circles, + n_circles): copied over changes from Allan McInnes in v0.3d; ngrid() + functiality + split out some of the nichols chart code into separate + functions + +2011-02-12 Richard Murray <murray@sumatra.local> + + * setup.py: updated version number to 0.4a + +2010-11-05 Richard Murray <murray@sumatra.local> + + * external/yottalab.py: New file containing Roberto Bucher's control + library functions. OK to start pulling these into the main library, + with attribution, but note that they use modifications of the + default library => some rewrites will be needed. + +2010-09-11 Richard Murray <murray@sumatra.local> + + * src/matlab.py (step): Added local step response function that uses + lsim2() instead of signal.step (which can't handle integrators). + This function may not be needed when new scipy step2() function is + available. + (impulse): Added local impulse response function that sets the + initial condition based on the input matrix and then uses the + lsim2() function to compute the response. + + * examples/test-response.py: Added test script for making sure that + time repsonse functions are working as desired + + * src/matlab.py (lsim): Added local version of lsim that calls + signal.lsim2 (actual ODE integrator) + +2010-09-06 Richard Murray <murray@sumatra.local> + + * src/statefbk.py (ctrb): new function for testing controllability + * src/statefbk.py (obsv): new function for testing observabiilty + +2010-09-02 Richard Murray <murray@sumatra.local> + + * src/statefbk.py (place): Use np.size() instead of len() for + finding length of placed_eigs for better compatability with + different python versions [courtesy of Roberto Bucher] + + * src/delay.py (pade): New file for delay-based computations + + initial implementation of pade() [courtesy Sawyer Fuller] + +2010-06-17 Richard Murray <murray@sumatra.local> + + * src/rlocus.py: changed num, den to nump, denp for clarity + * src/rlocus.py: new file with Ryan Krauss's root locus code + +2010-06-06 Richard Murray <murray@sumatra.local> + + * examples/pvtol-lqr.py: Added example to test out LQR routines + + * src/matlab.py (bode): created a wrapper that allows MATLAB style + arguments for bode (eg, bode(sys1, sys2)) + + * src/ctrlutil.py (issys): added new function to check if an object + is a system (state space or transfer function). Will generalize + this latter to look for other compatible classes. + + * src/freqplot.py (bode): Compute frequency range of bode plot based + on poles and zeros + (bode): Allow bode plot to be passed a list (or tuple) as the first + argument, in which case multiple bode plots are generated + + * src/statesp.py (StateSpace.zeros): new function to compute zeros + for a state space system + (StateSpace): defined new functions to compute poles of a state + space system + + * src/xferfcn.py (TransferFunction): defined new functions to + compute poles and zeros of a transfer function. + +2010-05-31 Richard Murray <murray@sumatra.local> + + * src/exception.py (ControlNotImplemented): added new exception, to + be used for functions that are not yet implemented + + * src/statefbk.py (lqr): added lqr function (using slycot). Still + needs to be verified to make sure calculations are correct. + + * ChangeLog: converted to standard GNU formation (old style below) + * setup.py: updated package number to v0.3, changed URL to + sourceforge wiki + +------------------ +31 May 2010, RMM: added place() function using slycot + * New module: statefbk - functions to design state feedback controllers + * Uses Enrico Avventi slycot wrappers (http://github.com/avventi/Slycot) + * Also added some exception types: ControlSlycot and ControlDimension + * Added new example to test slycot interface (directly) + +29 May 2010, RMM: updated function documentation + * Added __doc__ strings for all current functions + * Added __doc__ string to matlab module, listing control toolbox functions + +22 May 2010, RMM: tweaked comments and released v0.3a + * Changed copyright information on modified files to 2010 + * Updated "to do" comments to use "#! TODO:" as prefix + +11 Feb 2010, GR: implemented and tested state space feedback +15 Jan 2010, GR: added new example, improved bode + +4 Jan 2010, GR: updated bode plots + * made bode plot more like matlab + * added options for plotting in dB, Hz + +27 Dec 2009, GR: important bug fix: feedback TFs were being divided by two + +10 Oct 09, RMM: reset matplotlib import in secord-matlab + * Using 'from matplotlib import *' causes error with figures + * On my other computer, got error when trying to import 'matplotlib.pyplot' + * Need to sort out versions and figure out proper import structure + +13 Sep 09, RMM: added basic state space functionality + * Updated StateSpace routines to allow BD algebra with constants + * Updated pvtol-nested example to try to use state space representation + (not completely working yet) + +12 Sep 09, RMM: code restructuring for transfer functions + * Implemented feedback() method in bldalg; partially working + for mixture of TF, SS and numbers (not thoroughly tested yet) + * New feedback method for TransferFunctions + * Updated gangof4 to use new feedback function + +9 Sep 09, RMM: updated pzmap to generate a plot (turn off with Plot=False) + +8 Sep 09, RMM: rewrite of xferfcn to handle type casting better + * Appropriate functions now call convertToTransferFunction + * Restricted transfer function to SISO only + +7 Sep 09, RMM: additional fixes + * Implemented block diagram operations for SISO transfer functions + * Modified frequency response functions for transfer functions + * Added rudimentary pole/zero computations + * Added comments on things that need to be fixed (search for !) + +5 Sep 09, RMM: updates to get standard examples working + * Copied and converted pvtol_nested.py from AM08, Chapter 11 + * Updated freqresp to use poly1d for computing values + * Added outputs to bode plot - return mag and phase subplot handles + +2009-05-24 Richard Murray <murray@kona-2.local> + * ./ Initial creation of package files and ChangeLog + * Using simpler text format since emacs python mode doesn't support + ChangeLog entries anyway + + +Local Variables: +mode:text +End: Deleted: tags/control-0.5a/doc/Makefile =================================================================== --- trunk/doc/Makefile 2011-06-18 19:13:09 UTC (rev 161) +++ tags/control-0.5a/doc/Makefile 2011-08-07 15:21:38 UTC (rev 174) @@ -1,130 +0,0 @@ -# Makefile for Sphinx documentation -# - -# You can set these variables from the command line. -SPHINXOPTS = -SPHINXBUILD = /Applications/Sphinx-1.0.6/sphinx-build.py -PAPER = -BUILDDIR = _build - -# Internal variables. -PAPEROPT_a4 = -D latex_paper_size=a4 -PAPEROPT_letter = -D latex_paper_size=letter -ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) . - -.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest - -help: - @echo "Please use \`make <target>' where <target> is one of" - @echo " html to make standalone HTML files" - @echo " dirhtml to make HTML files named index.html in directories" - @echo " singlehtml to make a single large HTML file" - @echo " pickle to make pickle files" - @echo " json to make JSON files" - @echo " htmlhelp to make HTML files and a HTML help project" - @echo " qthelp to make HTML files and a qthelp project" - @echo " devhelp to make HTML files and a Devhelp project" - @echo " epub to make an epub" - @echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter" - @echo " latexpdf to make LaTeX files and run them through pdflatex" - @echo " text to make text files" - @echo " man to make manual pages" - @echo " changes to make an overview of all changed/added/deprecated items" - @echo " linkcheck to check all external links for integrity" - @echo " doctest to run all doctests embedded in the documentation (if enabled)" - -clean: - -rm -rf $(BUILDDIR)/* - -html: - $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html - @echo - @echo "Build finished. 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Copied: tags/control-0.5a/doc/Makefile (from rev 163, trunk/doc/Makefile) =================================================================== --- tags/control-0.5a/doc/Makefile (rev 0) +++ tags/control-0.5a/doc/Makefile 2011-08-07 15:21:38 UTC (rev 174) @@ -0,0 +1,130 @@ +# Makefile for Sphinx documentation +# + +# You can set these variables from the command line. +SPHINXOPTS = +SPHINXBUILD = sphinx-build +PAPER = +BUILDDIR = _build + +# Internal variables. +PAPEROPT_a4 = -D latex_paper_size=a4 +PAPEROPT_letter = -D latex_paper_size=letter +ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) . + +.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest + +help: + @echo "Please use \`make <target>' where <target> is one of" + @echo " html to make standalone HTML files" + @echo " dirhtml to make HTML files named index.html in directories" + @echo " singlehtml to make a single large HTML file" + @echo " pickle to make pickle files" + @echo " json to make JSON files" + @echo " htmlhelp to make HTML files and a HTML help project" + @echo " qthelp to make HTML files and a qthelp project" + @echo " devhelp to make HTML files and a Devhelp project" + @echo " epub to make an epub" + @echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter" + @echo " latexpdf to make LaTeX files and run them through pdflatex" + @echo " text to make text files" + @echo " man to make manual pages" + @echo " changes to make an overview of all changed/added/deprecated items" + @echo " linkcheck to check all external links for integrity" + @echo " doctest to run all doctests embedded in the documentation (if enabled)" + +clean: + -rm -rf $(BUILDDIR)/* + +html: + $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html + @echo + @echo "Build finished. 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Deleted: tags/control-0.5a/doc/README =================================================================== --- trunk/doc/README 2011-06-18 19:13:09 UTC (rev 161) +++ tags/control-0.5a/doc/README 2011-08-07 15:21:38 UTC (rev 174) @@ -1,15 +0,0 @@ -Sphinx Documentation --------------------- - -Note: Sphinx actually runs and imports python code, so broken code, or code not in conf.py sys.path, cannot be documented! - -1. Get Sphinx [http://sphinx.pocoo.org/] - [python setup.py build/install] - -2. Install numpydoc [http://pypi.python.org/pypi/numpydoc] - -3. In Makefile point to your own copy of sphinx-build, e.g. - [SPHINXBUILD = /Users/steve/CODES/Sphinx-1.0.6/sphinx-build.py] - -4. >> touch *.rst - >> make html [or make latex] Copied: tags/control-0.5a/doc/README (from rev 164, trunk/doc/README) =================================================================== --- tags/control-0.5a/doc/README (rev 0) +++ tags/control-0.5a/doc/README 2011-08-07 15:21:38 UTC (rev 174) @@ -0,0 +1,20 @@ +Sphinx Documentation +-------------------- + +Note: Sphinx actually runs and imports python code, so broken code, or code not in conf.py sys.path, cannot be documented! + +1. Get Sphinx [http://sphinx.pocoo.org/] + [python setup.py build/install] + +2. Install numpydoc [http://pypi.python.org/pypi/numpydoc] + +3. In Makefile point to your own copy of sphinx-build, e.g. + [SPHINXBUILD = /Users/steve/CODES/Sphinx-1.0.6/sphinx-build.py] + +4. >> touch *.rst + >> make html [or make latex] + +Creating/updating manual on sourceforge: + +5. >> rsync -rav _build/html/ us...@sh...:/home/project-web/python-control/htdocs/manual-N.mx/ + Deleted: tags/control-0.5a/doc/conf.py =================================================================== --- trunk/doc/conf.py 2011-06-18 19:13:09 UTC (rev 161) +++ tags/control-0.5a/doc/conf.py 2011-08-07 15:21:38 UTC (rev 174) @@ -1,222 +0,0 @@ -# -*- coding: utf-8 -*- -# -# Python Control documentation build configuration file, created by -# sphinx-quickstart on Tue Jan 11 16:11:31 2011. -# -# This file is execfile()d with the current directory set to its containing dir. -# -# Note that not all possible configuration values are present in this -# autogenerated file. -# -# All configuration values have a default; values that are commented out -# serve to show the default. - -import sys, os - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -sys.path.insert(0, os.path.abspath('.')) -sys.path.append(os.path.abspath('../src')) - -# -- General configuration ----------------------------------------------------- - -# If your documentation needs a minimal Sphinx version, state it here. -#needs_sphinx = '1.0' - -# Add any Sphinx extension module names here, as strings. They can be extensions -# coming with Sphinx (named 'sphinx.ext.*') or your custom ones. -extensions = ['sphinx.ext.autodoc', 'numpydoc', 'sphinx.ext.pngmath', - 'sphinx.ext.intersphinx'] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# The suffix of source filenames. -source_suffix = '.rst' - -# The encoding of source files. -#source_encoding = 'utf-8-sig' - -# The master toctree document. -master_doc = 'index' - -# General information about the project. -project = u'Python Control' -copyright = u'2011, Richard M. Murray et al.' - -# The version info for the project you're documenting, acts as replacement for -# |version| and |release|, also used in various other places throughout the -# built documents. -# -# The short X.Y version. -version = '0.0' -# The full version, including alpha/beta/rc tags. -release = '0.0' - -# The language for content autogenerated by Sphinx. Refer to documentation -# for a list of supported languages. -#language = None - -# There are two options for replacing |today|: either, you set today to some -# non-false value, then it is used: -#today = '' -# Else, today_fmt is used as the format for a strftime call. -#today_fmt = '%B %d, %Y' - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -exclude_patterns = ['_build'] - -# The reST default role (used for this markup: `text`) to use for all documents. -#default_role = None - -# If true, '()' will be appended to :func: etc. cross-reference text. -#add_function_parentheses = True - -# If true, the current module name will be prepended to all description -# unit titles (such as .. function::). -#add_module_names = True - -# If true, sectionauthor and moduleauthor directives will be shown in the -# output. They are ignored by default. -#show_authors = False - -# The name of the Pygments (syntax highlighting) style to use. -pygments_style = 'sphinx' - -# A list of ignored prefixes for module index sorting. -#modindex_common_prefix = [] - -#This config value contains the locations and names of other projects that -#should be linked to in this documentation. -intersphinx_mapping = {'scipy':('http://docs.scipy.org/doc/scipy/reference/', None)} - - -# -- Options for HTML output --------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -html_theme = 'default' - -# Theme options are theme-specific and customize the look and feel of a theme -# further. For a list of options available for each theme, see the -# documentation. -#html_theme_options = {} - -# Add any paths that contain custom themes here, relative to this directory. -#html_theme_path = [] - -# The name for this set of Sphinx documents. If None, it defaults to -# "<project> v<release> documentation". -#html_title = None - -# A shorter title for the navigation bar. Default is the same as html_title. -#html_short_title = None - -# The name of an image file (relative to this directory) to place at the top -# of the sidebar. -#html_logo = None - -# The name of an image file (within the static path) to use as favicon of the -# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 -# pixels large. -#html_favicon = None - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ['_static'] - -# If not '', a 'Last updated on:' timestamp is inserted at every page bottom, -# using the given strftime format. -#html_last_updated_fmt = '%b %d, %Y' - -# If true, SmartyPants will be used to convert quotes and dashes to -# typographically correct entities. -#html_use_smartypants = True - -# Custom sidebar templates, maps document names to template names. -#html_sidebars = {} - -# Additional templates that should be rendered to pages, maps page names to -# template names. -#html_additional_pages = {} - -# If false, no module index is generated. -#html_domain_indices = True - -# If false, no index is generated. -#html_use_index = True - -# If true, the index is split into individual pages for each letter. -#html_split_index = False - -# If true, links to the reST sources are added to the pages. -#html_show_sourcelink = True - -# If true, "Created using Sphinx" is shown in the HTML footer. Default is True. -#html_show_sphinx = True - -# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. -#html_show_copyright = True - -# If true, an OpenSearch description file will be output, and all pages will -# contain a <link> tag referring to it. The value of this option must be the -# base URL from which the finished HTML is served. -#html_use_opensearch = '' - -# This is the file name suffix for HTML files (e.g. ".xhtml"). -#html_file_suffix = None - -# Output file base name for HTML help builder. -htmlhelp_basename = 'PythonControldoc' - - -# -- Options for LaTeX output -------------------------------------------------- - -# The paper size ('letter' or 'a4'). -#latex_paper_size = 'letter' - -# The font size ('10pt', '11pt' or '12pt'). -#latex_font_size = '10pt' - -# Grouping the document tree into LaTeX files. List of tuples -# (source start file, target name, title, author, documentclass [howto/manual]). -latex_documents = [ - ('index', 'PythonControl.tex', u'Python Control Documentation', - u'Python Control Developers', 'manual'), -] - -# The name of an image file (relative to this directory) to place at the top of -# the title page. -#latex_logo = None - -# For "manual" documents, if this is true, then toplevel headings are parts, -# not chapters. -#latex_use_parts = False - -# If true, show page references after internal links. -#latex_show_pagerefs = False - -# If true, show URL addresses after external links. -#latex_show_urls = False - -# Additional stuff for the LaTeX preamble. -#latex_preamble = '' - -# Documents to append as an appendix to all manuals. -#latex_appendices = [] - -# If false, no module index is generated. -#latex_domain_indices = True - - -# -- Options for manual page output -------------------------------------------- - -# One entry per manual page. List of tuples -# (source start file, name, description, authors, manual section). -man_pages = [ - ('index', 'pythoncontrol', u'Python Control Documentation', - [u'Python Control Developers'], 1) -] Copied: tags/control-0.5a/doc/conf.py (from rev 163, trunk/doc/conf.py) =================================================================== --- tags/control-0.5a/doc/conf.py (rev 0) +++ tags/control-0.5a/doc/conf.py 2011-08-07 15:21:38 UTC (rev 174) @@ -0,0 +1,235 @@ +# -*- coding: utf-8 -*- +# +# Python Control documentation build configuration file, created by +# sphinx-quickstart on Tue Jan 11 16:11:31 2011. +# +# This file is execfile()d with the current directory set to its containing dir. +# +# Note that not all possible configuration values are present in this +# autogenerated file. +# +# All configuration values have a default; values that are commented out +# serve to show the default. + +import sys, os + +# If extensions (or modules to document with autodoc) are in another directory, +# add these directories to sys.path here. If the directory is relative to the +# documentation root, use os.path.abspath to make it absolute, like shown here. +sys.path.insert(0, os.path.abspath('.')) +sys.path.append(os.path.abspath('../src')) + + +# -- General configuration ----------------------------------------------------- + +# If your documentation needs a minimal Sphinx version, state it here. +#needs_sphinx = '1.0' + +# Add any Sphinx extension module names here, as strings. They can be extensions +# coming with Sphinx (named 'sphinx.ext.*') or your custom ones. +# Additional interesting extensions: +# ``sphinx.ext.autosummary`` : Generate function/method/attribute summary +# lists +# ``sphinx.ext.extlinks`` : Shorten external links +# ``sphinx.ext.viewcode`` : Include highlighted source code in the +# documentation +extensions = ['sphinx.ext.autodoc', 'numpydoc', 'sphinx.ext.pngmath', + 'sphinx.ext.intersphinx', 'sphinx.ext.todo'] + +# Add any paths that contain templates here, relative to this directory. +templ... 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