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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
<html><head><title>Python: module generator</title>
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<td valign=bottom>&nbsp;<br>
<font color="#ffffff" face="helvetica, arial">&nbsp;<br><big><big><strong>generator</strong></big></big></font></td
><td align=right valign=bottom
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><font color="#ffffff" face="helvetica, arial"><a href=".">index</a><br><a href="file:/mnt/ufs18/home-115/daviso53/Research/im-srg_tensorflow/oop_imsrg/generator.py">/mnt/ufs18/home-115/daviso53/Research/im-srg_tensorflow/oop_imsrg/generator.py</a></font></td></tr></table>
    <p><tt>#import&nbsp;tensorflow&nbsp;as&nbsp;tf<br>
#&nbsp;tf.enable_v2_behavior()<br>
#import&nbsp;tensornetwork&nbsp;as&nbsp;tn</tt></p>
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<p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#aa55cc">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#ffffff" face="helvetica, arial"><big><strong>Modules</strong></big></font></td></tr>
    
<tr><td bgcolor="#aa55cc"><tt>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</tt></td><td>&nbsp;</td>
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<td width="100%"><table width="100%" summary="list"><tr><td width="25%" valign=top><a href="numpy.html">numpy</a><br>
<a href="numba.html">numba</a><br>
</td><td width="25%" valign=top><a href="os.html">os</a><br>
<a href="sys.html">sys</a><br>
</td><td width="25%" valign=top><a href="tensornetwork.html">tensornetwork</a><br>
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</td><td width="25%" valign=top></td></tr></table></td></tr></table><p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#ee77aa">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#ffffff" face="helvetica, arial"><big><strong>Classes</strong></big></font></td></tr>
    
<tr><td bgcolor="#ee77aa"><tt>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</tt></td><td>&nbsp;</td>
<td width="100%"><dl>
<dt><font face="helvetica, arial"><a href="builtins.html#object">builtins.object</a>
</font></dt><dd>
<dl>
<dt><font face="helvetica, arial"><a href="generator.html#Generator">Generator</a>
</font></dt><dd>
<dl>
<dt><font face="helvetica, arial"><a href="generator.html#WegnerGenerator">WegnerGenerator</a>
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</font></dt><dd>
<dl>
<dt><font face="helvetica, arial"><a href="generator.html#WegnerGenerator3B">WegnerGenerator3B</a>
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</font></dt></dl>
</dd>
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<dt><font face="helvetica, arial"><a href="generator.html#WhiteGenerator">WhiteGenerator</a>
</font></dt><dt><font face="helvetica, arial"><a href="generator.html#WhiteGeneratorMP">WhiteGeneratorMP</a>
</font></dt></dl>
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</dd>
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</dl>
</dd>
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</dl>
 <p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#ffc8d8">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#000000" face="helvetica, arial"><a name="Generator">class <strong>Generator</strong></a>(<a href="builtins.html#object">builtins.object</a>)</font></td></tr>
    
<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
<td colspan=2><tt>Parent&nbsp;class&nbsp;for&nbsp;organization&nbsp;purposes.&nbsp;Ideally,&nbsp;all&nbsp;<a href="#Generator">Generator</a><br>
classes&nbsp;should&nbsp;inherit&nbsp;from&nbsp;this&nbsp;class.&nbsp;In&nbsp;this&nbsp;way,&nbsp;AssertionErrors<br>
can&nbsp;be&nbsp;handled&nbsp;in&nbsp;a&nbsp;general&nbsp;way.<br>&nbsp;</tt></td></tr>
<tr><td>&nbsp;</td>
<td width="100%">Methods defined here:<br>
<dl><dt><a name="Generator-calc_eta"><strong>calc_eta</strong></a>()</dt></dl>

<hr>
Data descriptors defined here:<br>
<dl><dt><strong>__dict__</strong></dt>
<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
<dl><dt><strong>__weakref__</strong></dt>
<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
</td></tr></table> <p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#ffc8d8">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#000000" face="helvetica, arial"><a name="WegnerGenerator">class <strong>WegnerGenerator</strong></a>(<a href="generator.html#Generator">Generator</a>)</font></td></tr>
    
<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
<td colspan=2><tt><a href="#WegnerGenerator">WegnerGenerator</a>(h,&nbsp;occ_t)<br>
&nbsp;<br>
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Calculate&nbsp;Wegner's&nbsp;generator&nbsp;for&nbsp;a&nbsp;normal&nbsp;ordered&nbsp;Hamiltonian.<br>
Truncate&nbsp;at&nbsp;two-body&nbsp;interactions.<br>&nbsp;</tt></td></tr>
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<tr><td>&nbsp;</td>
<td width="100%"><dl><dt>Method resolution order:</dt>
<dd><a href="generator.html#WegnerGenerator">WegnerGenerator</a></dd>
<dd><a href="generator.html#Generator">Generator</a></dd>
<dd><a href="builtins.html#object">builtins.object</a></dd>
</dl>
<hr>
Methods defined here:<br>
<dl><dt><a name="WegnerGenerator-__init__"><strong>__init__</strong></a>(self, h, occ_t)</dt><dd><tt>Class&nbsp;constructor.&nbsp;Instantiate&nbsp;<a href="#WegnerGenerator">WegnerGenerator</a>&nbsp;<a href="builtins.html#object">object</a>.<br>
&nbsp;<br>
Arguments:<br>
&nbsp;<br>
h&nbsp;--&nbsp;Hamiltonian&nbsp;<a href="builtins.html#object">object</a>&nbsp;(must&nbsp;be&nbsp;normal-ordered)<br>
occ_t&nbsp;--&nbsp;OccupationTensor&nbsp;<a href="builtins.html#object">object</a></tt></dd></dl>

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<dl><dt><a name="WegnerGenerator-calc_eta"><strong>calc_eta</strong></a>(self)</dt><dd><tt>Calculate&nbsp;the&nbsp;generator.&nbsp;The&nbsp;terms&nbsp;are&nbsp;defined&nbsp;in&nbsp;An<br>
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Advanced&nbsp;Course&nbsp;in&nbsp;Computation&nbsp;Nuclear&nbsp;Physics,&nbsp;Ch.10.<br>
See&nbsp;also&nbsp;dx.doi.org/10.1016/j.physrep.2015.12.007<br>
&nbsp;<br>
Returns:<br>
&nbsp;<br>
(eta1B,&nbsp;--&nbsp;one-body&nbsp;generator<br>
&nbsp;eta2B)&nbsp;--&nbsp;two-body&nbsp;generator</tt></dd></dl>

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<dl><dt><a name="WegnerGenerator-decouple_OD"><strong>decouple_OD</strong></a>(self)</dt><dd><tt>Decouple&nbsp;the&nbsp;off-/diagonal&nbsp;elements&nbsp;from&nbsp;each&nbsp;other&nbsp;in<br>
the&nbsp;one-&nbsp;and&nbsp;two-body&nbsp;tensors.&nbsp;This&nbsp;procedure&nbsp;is&nbsp;outlined&nbsp;in<br>
An&nbsp;Advanced&nbsp;Course&nbsp;in&nbsp;Computation&nbsp;Nuclear&nbsp;Physics,&nbsp;Ch.10.<br>
&nbsp;<br>
Returns:<br>
&nbsp;<br>
(fd,&nbsp;--&nbsp;diagonal&nbsp;part&nbsp;of&nbsp;f<br>
&nbsp;fod,&nbsp;--&nbsp;off-diagonal&nbsp;part&nbsp;of&nbsp;f<br>
&nbsp;Gd,&nbsp;--&nbsp;diagonal&nbsp;part&nbsp;of&nbsp;G<br>
&nbsp;God)&nbsp;--&nbsp;off-diagonal&nbsp;part&nbsp;of&nbsp;G</tt></dd></dl>

<hr>
Data descriptors defined here:<br>
<dl><dt><strong>G</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;two-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<dl><dt><strong>f</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;one-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<hr>
Data descriptors inherited from <a href="generator.html#Generator">Generator</a>:<br>
<dl><dt><strong>__dict__</strong></dt>
<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
<dl><dt><strong>__weakref__</strong></dt>
<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
</td></tr></table> <p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#ffc8d8">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#000000" face="helvetica, arial"><a name="WegnerGenerator3B">class <strong>WegnerGenerator3B</strong></a>(<a href="generator.html#WegnerGenerator">WegnerGenerator</a>)</font></td></tr>
    
<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
<td colspan=2><tt><a href="#WegnerGenerator3B">WegnerGenerator3B</a>(h,&nbsp;occ_t)<br>
&nbsp;<br>
Calculate&nbsp;Wegner's&nbsp;generator&nbsp;for&nbsp;a&nbsp;normal&nbsp;ordered&nbsp;Hamiltonian.<br>
Truncate&nbsp;at&nbsp;three-body&nbsp;interactions.&nbsp;Inherits&nbsp;from&nbsp;<a href="#WegnerGenerator">WegnerGenerator</a>.<br>&nbsp;</tt></td></tr>
<tr><td>&nbsp;</td>
<td width="100%"><dl><dt>Method resolution order:</dt>
<dd><a href="generator.html#WegnerGenerator3B">WegnerGenerator3B</a></dd>
<dd><a href="generator.html#WegnerGenerator">WegnerGenerator</a></dd>
<dd><a href="generator.html#Generator">Generator</a></dd>
<dd><a href="builtins.html#object">builtins.object</a></dd>
</dl>
<hr>
Methods defined here:<br>
<dl><dt><a name="WegnerGenerator3B-__init__"><strong>__init__</strong></a>(self, h, occ_t)</dt><dd><tt>Class&nbsp;constructor.&nbsp;Instantiate&nbsp;<a href="#WegnerGenerator">WegnerGenerator</a>&nbsp;<a href="builtins.html#object">object</a>.<br>
&nbsp;<br>
Arguments:<br>
&nbsp;<br>
h&nbsp;--&nbsp;Hamiltonian&nbsp;<a href="builtins.html#object">object</a>&nbsp;(must&nbsp;be&nbsp;normal-ordered)<br>
occ_t&nbsp;--&nbsp;OccupationTensor&nbsp;<a href="builtins.html#object">object</a></tt></dd></dl>

<dl><dt><a name="WegnerGenerator3B-calc_eta"><strong>calc_eta</strong></a>(self)</dt><dd><tt>Inherits&nbsp;from&nbsp;<a href="#WegnerGenerator">WegnerGenerator</a>.<br>
&nbsp;<br>
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Calculate&nbsp;the&nbsp;generator.&nbsp;See&nbsp;dx.doi.org/10.1016/j.physrep.2015.12.007,<br>
Appendix&nbsp;B,&nbsp;for&nbsp;three-body&nbsp;flow&nbsp;equations.<br>
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&nbsp;<br>
Returns:<br>
&nbsp;<br>
(eta1B,&nbsp;--&nbsp;one-body&nbsp;generator<br>
&nbsp;eta2B,&nbsp;--&nbsp;two-body&nbsp;generator<br>
&nbsp;eta3B)&nbsp;--&nbsp;three-body&nbsp;generator</tt></dd></dl>

<dl><dt><a name="WegnerGenerator3B-decouple_OD"><strong>decouple_OD</strong></a>(self)</dt><dd><tt>Inherits&nbsp;from&nbsp;<a href="#WegnerGenerator">WegnerGenerator</a>.<br>
&nbsp;<br>
Decouple&nbsp;the&nbsp;off-/diagonal&nbsp;elements&nbsp;from&nbsp;each&nbsp;other&nbsp;in<br>
the&nbsp;one-&nbsp;and&nbsp;two-body&nbsp;tensors.&nbsp;This&nbsp;procedure&nbsp;is&nbsp;outlined&nbsp;in<br>
An&nbsp;Advanced&nbsp;Course&nbsp;in&nbsp;Computation&nbsp;Nuclear&nbsp;Physics,&nbsp;Ch.10.<br>
&nbsp;<br>
Returns:<br>
&nbsp;<br>
(fd,&nbsp;--&nbsp;diagonal&nbsp;part&nbsp;of&nbsp;f<br>
&nbsp;fod,&nbsp;--&nbsp;off-diagonal&nbsp;part&nbsp;of&nbsp;f<br>
&nbsp;Gd,&nbsp;--&nbsp;diagonal&nbsp;part&nbsp;of&nbsp;G<br>
&nbsp;God,&nbsp;--&nbsp;off-diagonal&nbsp;part&nbsp;of&nbsp;G<br>
&nbsp;Wd,&nbsp;--&nbsp;diagonal&nbsp;part&nbsp;of&nbsp;W<br>
&nbsp;Wod)&nbsp;--&nbsp;off-diagonal&nbsp;part&nbsp;of&nbsp;W</tt></dd></dl>

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<hr>
Data descriptors defined here:<br>
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<dl><dt><strong>W</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
W&nbsp;--&nbsp;three-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<hr>
Data descriptors inherited from <a href="generator.html#WegnerGenerator">WegnerGenerator</a>:<br>
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<dl><dt><strong>G</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;two-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<dl><dt><strong>f</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;one-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<hr>
Data descriptors inherited from <a href="generator.html#Generator">Generator</a>:<br>
<dl><dt><strong>__dict__</strong></dt>
<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
<dl><dt><strong>__weakref__</strong></dt>
<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
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</td></tr></table> <p>
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<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
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<tr bgcolor="#ffc8d8">
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<td colspan=3 valign=bottom>&nbsp;<br>
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<font color="#000000" face="helvetica, arial"><a name="WhiteGenerator">class <strong>WhiteGenerator</strong></a>(<a href="generator.html#Generator">Generator</a>)</font></td></tr>
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<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
<td colspan=2><tt><a href="#WhiteGenerator">WhiteGenerator</a>(h)<br>
&nbsp;<br>
Calculate&nbsp;White's&nbsp;generator&nbsp;for&nbsp;a&nbsp;normal&nbsp;ordered&nbsp;Hamiltonian.<br>
This&nbsp;standard&nbsp;implemenation&nbsp;uses&nbsp;Epstein-Nesbet&nbsp;denominators.<br>&nbsp;</tt></td></tr>
<tr><td>&nbsp;</td>
<td width="100%"><dl><dt>Method resolution order:</dt>
<dd><a href="generator.html#WhiteGenerator">WhiteGenerator</a></dd>
<dd><a href="generator.html#Generator">Generator</a></dd>
<dd><a href="builtins.html#object">builtins.object</a></dd>
</dl>
<hr>
Methods defined here:<br>
<dl><dt><a name="WhiteGenerator-__init__"><strong>__init__</strong></a>(self, h)</dt><dd><tt>Initialize&nbsp;self.&nbsp;&nbsp;See&nbsp;help(type(self))&nbsp;for&nbsp;accurate&nbsp;signature.</tt></dd></dl>

<dl><dt><a name="WhiteGenerator-calc_eta"><strong>calc_eta</strong></a>(self)</dt></dl>

<hr>
Data descriptors defined here:<br>
<dl><dt><strong>G</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;two-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<dl><dt><strong>f</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;one-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<hr>
Data descriptors inherited from <a href="generator.html#Generator">Generator</a>:<br>
<dl><dt><strong>__dict__</strong></dt>
<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
<dl><dt><strong>__weakref__</strong></dt>
<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
</td></tr></table> <p>
<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
<tr bgcolor="#ffc8d8">
<td colspan=3 valign=bottom>&nbsp;<br>
<font color="#000000" face="helvetica, arial"><a name="WhiteGeneratorMP">class <strong>WhiteGeneratorMP</strong></a>(<a href="generator.html#Generator">Generator</a>)</font></td></tr>
    
<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
<td colspan=2><tt><a href="#WhiteGeneratorMP">WhiteGeneratorMP</a>(h)<br>
&nbsp;<br>
Calculate&nbsp;White's&nbsp;generator&nbsp;for&nbsp;a&nbsp;normal&nbsp;ordered&nbsp;Hamiltonian.<br>
This&nbsp;"standard"&nbsp;implemenation&nbsp;uses&nbsp;Moller-Plesset&nbsp;denominators.<br>&nbsp;</tt></td></tr>
<tr><td>&nbsp;</td>
<td width="100%"><dl><dt>Method resolution order:</dt>
<dd><a href="generator.html#WhiteGeneratorMP">WhiteGeneratorMP</a></dd>
<dd><a href="generator.html#Generator">Generator</a></dd>
<dd><a href="builtins.html#object">builtins.object</a></dd>
</dl>
<hr>
Methods defined here:<br>
<dl><dt><a name="WhiteGeneratorMP-__init__"><strong>__init__</strong></a>(self, h)</dt><dd><tt>Initialize&nbsp;self.&nbsp;&nbsp;See&nbsp;help(type(self))&nbsp;for&nbsp;accurate&nbsp;signature.</tt></dd></dl>

<dl><dt><a name="WhiteGeneratorMP-calc_eta"><strong>calc_eta</strong></a>(self)</dt></dl>

<hr>
Data descriptors defined here:<br>
<dl><dt><strong>G</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;two-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<dl><dt><strong>f</strong></dt>
<dd><tt>Returns:<br>
&nbsp;<br>
f&nbsp;--&nbsp;one-body&nbsp;tensor&nbsp;elements&nbsp;(initialized&nbsp;by&nbsp;Hamiltonian&nbsp;object)</tt></dd>
</dl>
<hr>
Data descriptors inherited from <a href="generator.html#Generator">Generator</a>:<br>
<dl><dt><strong>__dict__</strong></dt>
<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
<dl><dt><strong>__weakref__</strong></dt>
<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
</dl>
</td></tr></table></td></tr></table>
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