Drop support for python 3.7
Bump minimum rich requirement. Restrict 32-bit job to last available wheels. Drop Python3.7 CI jobs. Bump minimum Python requirement to 3.8
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions.html
2361c2361
< <p><a class="reference internal" href="#psyneulink.core.components.functions.transferfunctions.Exponential.bounds" title="psyneulink.core.components.functions.transferfunctions.Exponential.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
---
> <p><a class="reference internal" href="OptimizationFunctions.html#psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds" title="psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
...
See CI logs for the full diff.
I planned to delay this change until https://github.com/PrincetonUniversity/PsyNeuLink/pull/3071 is submitted to have one last release with 3.7 support. Let me know if it'd be better to have this before the release.
I agree one last release seems good. I was delaying #3071 hoping to get something like #3078 in. That copies the 3.7 jobs from other ci currently.
In this case I also think it would be nice to include something for the Condition IDE tooltips (condition-names), but that's not fully finalized yet. If 3.7 is blocking something, then I don't think it's important.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions.html
2199c2199
< <p><a class="reference internal" href="#psyneulink.core.components.functions.transferfunctions.Exponential.bounds" title="psyneulink.core.components.functions.transferfunctions.Exponential.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
---
> <p><a class="reference internal" href="OptimizationFunctions.html#psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds" title="psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
...
See CI logs for the full diff.
I left in the 3.7 job in test-release.yml; that could also be taken out here, unless it makes sense to continue to test the installation on 3.7 there
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/LearningFunctions.html docs-head/LearningFunctions.html
1549c1549
< error_matrix passed in the <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper.params" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper.params"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">params</span></code></a> argument.</p>
---
> error_matrix passed in the <a class="reference internal" href="DistributionFunctions.html#psyneulink.core.components.functions.distributionfunctions.ExponentialDist.params" title="psyneulink.core.components.functions.distributionfunctions.ExponentialDist.params"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">params</span></code></a> argument.</p>
diff -r docs-base/RefactoredLearningGuide.html docs-head/RefactoredLearningGuide.html
282c282
< <p>Notice that we no longer have to extract the target node from the <code class="xref any docutils literal notranslate"><span class="pre">add_backpropagation_learning_pathway</span> <span class="pre">method</span></code>, and can instead pass the targets as output nodes mapped to values, in a new parameter called <code class="xref any docutils literal notranslate"><span class="pre">targets</span></code> in the <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
---
> <p>Notice that we no longer have to extract the target node from the <code class="xref any docutils literal notranslate"><span class="pre">add_backpropagation_learning_pathway</span> <span class="pre">method</span></code>, and can instead pass the targets as output nodes mapped to values, in a new parameter called <code class="xref any docutils literal notranslate"><span class="pre">targets</span></code> in the <a class="reference internal" href="EMComposition.html#psyneulink.library.compositions.emcomposition.EMComposition.learn" title="psyneulink.library.compositions.emcomposition.EMComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
287c287
< its constructor to be runtime parameters of its <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
---
> its constructor to be runtime parameters of its <a class="reference internal" href="EMComposition.html#psyneulink.library.compositions.emcomposition.EMComposition.learn" title="psyneulink.library.compositions.emcomposition.EMComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions.html
2199c2199
< <p><a class="reference internal" href="OptimizationFunctions.html#psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds" title="psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
---
> <p><a class="reference internal" href="#psyneulink.core.components.functions.transferfunctions.Exponential.bounds" title="psyneulink.core.components.functions.transferfunctions.Exponential.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
...
See CI logs for the full diff.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/ModulatoryProjection.html docs-head/ModulatoryProjection.html
272c272
< <a class="reference internal" href="Port.html"><span class="doc">Port</span></a> are listed in the Port’s <a class="reference internal" href="Mechanism.html#id7" title="psyneulink.core.components.mechanisms.mechanism.Mechanism_Base.mod_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">mod_afferents</span></code></a> attribute.</p>
---
> <a class="reference internal" href="Port.html"><span class="doc">Port</span></a> are listed in the Port’s <a class="reference internal" href="ParameterPort.html#psyneulink.core.components.ports.parameterport.ParameterPort.mod_afferents" title="psyneulink.core.components.ports.parameterport.ParameterPort.mod_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">mod_afferents</span></code></a> attribute.</p>
diff -r docs-base/Port.html docs-head/Port.html
616c616
< <code class="xref any docutils literal notranslate"><span class="pre">PathWayProjections</span></code> (listed in its <a class="reference internal" href="Mechanism.html#id6" title="psyneulink.core.components.mechanisms.mechanism.Mechanism_Base.path_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">path_afferents</span></code></a> attribute) as the variable for its
---
> <code class="xref any docutils literal notranslate"><span class="pre">PathWayProjections</span></code> (listed in its <a class="reference internal" href="#psyneulink.core.components.ports.port.Port_Base.path_afferents" title="psyneulink.core.components.ports.port.Port_Base.path_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">path_afferents</span></code></a> attribute) as the variable for its
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions.html
2199c2199
< <p><a class="reference internal" href="#psyneulink.core.components.functions.transferfunctions.Exponential.bounds" title="psyneulink.core.components.functions.transferfunctions.Exponential.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
---
> <p><a class="reference internal" href="OptimizationFunctions.html#psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds" title="psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
...
See CI logs for the full diff.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/ModulatoryProjection.html docs-head/ModulatoryProjection.html
272c272
< <a class="reference internal" href="Port.html"><span class="doc">Port</span></a> are listed in the Port’s <a class="reference internal" href="ParameterPort.html#psyneulink.core.components.ports.parameterport.ParameterPort.mod_afferents" title="psyneulink.core.components.ports.parameterport.ParameterPort.mod_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">mod_afferents</span></code></a> attribute.</p>
---
> <a class="reference internal" href="Port.html"><span class="doc">Port</span></a> are listed in the Port’s <a class="reference internal" href="Mechanism.html#id7" title="psyneulink.core.components.mechanisms.mechanism.Mechanism_Base.mod_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">mod_afferents</span></code></a> attribute.</p>
diff -r docs-base/Port.html docs-head/Port.html
616c616
< <code class="xref any docutils literal notranslate"><span class="pre">PathWayProjections</span></code> (listed in its <a class="reference internal" href="#psyneulink.core.components.ports.port.Port_Base.path_afferents" title="psyneulink.core.components.ports.port.Port_Base.path_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">path_afferents</span></code></a> attribute) as the variable for its
---
> <code class="xref any docutils literal notranslate"><span class="pre">PathWayProjections</span></code> (listed in its <a class="reference internal" href="Mechanism.html#id6" title="psyneulink.core.components.mechanisms.mechanism.Mechanism_Base.path_afferents"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">path_afferents</span></code></a> attribute) as the variable for its
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions.html
2199c2199
< <p><a class="reference internal" href="OptimizationFunctions.html#psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds" title="psyneulink.core.components.functions.optimizationfunctions.GradientOptimization.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
---
> <p><a class="reference internal" href="#psyneulink.core.components.functions.transferfunctions.Exponential.bounds" title="psyneulink.core.components.functions.transferfunctions.Exponential.bounds"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">bounds</span></code></a> – specifies the lower and upper limits of the result; if there are none, the attribute is set to
...
See CI logs for the full diff.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
No differences!
...
See CI logs for the full diff.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
No differences!
...
See CI logs for the full diff.
This PR causes the following changes to the html docs (ubuntu-latest-3.11):
diff -r docs-base/Component.html docs-head/Component.html
522c522
< <li><p><strong>execute_until_finished</strong> – determines whether the Component executes until its <a class="reference internal" href="#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method returns True.
---
> <li><p><strong>execute_until_finished</strong> – determines whether the Component executes until its <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method returns True.
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< irrespective of its <a class="reference internal" href="#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method; if it is True then, depending on how its class implements and handles its
< <a class="reference internal" href="#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method, the Component may execute more than once per call to its <a class="reference internal" href="#psyneulink.core.components.component.Component.execute" title="psyneulink.core.components.component.Component.execute"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">execute</span></code></a> method.</p></li>
---
> irrespective of its <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method; if it is True then, depending on how its class implements and handles its
> <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method, the Component may execute more than once per call to its <a class="reference internal" href="#psyneulink.core.components.component.Component.execute" title="psyneulink.core.components.component.Component.execute"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">execute</span></code></a> method.</p></li>
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< <a class="reference internal" href="#psyneulink.core.components.component.Component.execute" title="psyneulink.core.components.component.Component.execute"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">execute</span></code></a> method, or extend over several calls. It is set to 0 each time <a class="reference internal" href="#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> evaluates
---
> <a class="reference internal" href="#psyneulink.core.components.component.Component.execute" title="psyneulink.core.components.component.Component.execute"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">execute</span></code></a> method, or extend over several calls. It is set to 0 each time <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> evaluates
diff -r docs-base/Condition.html docs-head/Condition.html
463c463
< satisfied when the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of the specified node, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> satisfied when the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of the specified node, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
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< satisfied when the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of any of the specified nodes, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> satisfied when the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of any of the specified nodes, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
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< satisfied when the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of all of the specified nodes, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> satisfied when the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> method of all of the specified nodes, given <a class="reference internal" href="Context.html#psyneulink.core.globals.context.Context.execution_id" title="psyneulink.core.globals.context.Context.execution_id"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">execution_id</span></code></a> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
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< <li><p>the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of the node specified in <strong>dependencies</strong> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> <li><p>the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of the node specified in <strong>dependencies</strong> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
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< <li><p>the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of all nodes specified in <strong>dependencies</strong> return <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> <li><p>the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of all nodes specified in <strong>dependencies</strong> return <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
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< <li><p>the <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of any nodes specified in <strong>dependencies</strong> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
---
> <li><p>the <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> methods of any nodes specified in <strong>dependencies</strong> returns <code class="xref any docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
diff -r docs-base/LCAMechanism.html docs-head/LCAMechanism.html
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< <li><p><strong>threshold</strong> (<em>float</em><em> or </em><em>None : default None</em>) – specifes the value at which the Mechanism’s <a class="reference internal" href="Component.html#psyneulink.core.components.component.Component.is_finished" title="psyneulink.core.components.component.Component.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> attribute is set to True
---
> <li><p><strong>threshold</strong> (<em>float</em><em> or </em><em>None : default None</em>) – specifes the value at which the Mechanism’s <a class="reference internal" href="DDM.html#psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished" title="psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM.is_finished"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">is_finished</span></code></a> attribute is set to True
diff -r docs-base/LearningFunctions.html docs-head/LearningFunctions.html
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< error_matrix passed in the <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper.params" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper.params"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">params</span></code></a> argument.</p>
---
> error_matrix passed in the <a class="reference internal" href="DistributionFunctions.html#psyneulink.core.components.functions.distributionfunctions.ExponentialDist.params" title="psyneulink.core.components.functions.distributionfunctions.ExponentialDist.params"><code class="xref any py py-attr docutils literal notranslate"><span class="pre">params</span></code></a> argument.</p>
diff -r docs-base/RefactoredLearningGuide.html docs-head/RefactoredLearningGuide.html
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< <p>Notice that we no longer have to extract the target node from the <code class="xref any docutils literal notranslate"><span class="pre">add_backpropagation_learning_pathway</span> <span class="pre">method</span></code>, and can instead pass the targets as output nodes mapped to values, in a new parameter called <code class="xref any docutils literal notranslate"><span class="pre">targets</span></code> in the <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
---
> <p>Notice that we no longer have to extract the target node from the <code class="xref any docutils literal notranslate"><span class="pre">add_backpropagation_learning_pathway</span> <span class="pre">method</span></code>, and can instead pass the targets as output nodes mapped to values, in a new parameter called <code class="xref any docutils literal notranslate"><span class="pre">targets</span></code> in the <a class="reference internal" href="EMComposition.html#psyneulink.library.compositions.emcomposition.EMComposition.learn" title="psyneulink.library.compositions.emcomposition.EMComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
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< its constructor to be runtime parameters of its <a class="reference internal" href="AutodiffComposition.html#psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn" title="psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
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> its constructor to be runtime parameters of its <a class="reference internal" href="EMComposition.html#psyneulink.library.compositions.emcomposition.EMComposition.learn" title="psyneulink.library.compositions.emcomposition.EMComposition.learn"><code class="xref any py py-meth docutils literal notranslate"><span class="pre">learn</span></code></a> method.</p>
diff -r docs-base/TransferFunctions.html docs-head/TransferFunctions
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