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| 55 | |
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| 56 | <div class="section" id="twopowerlawmodel"> |
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| 57 | <h1>TwoPowerLawModel<a class="headerlink" href="#twopowerlawmodel" title="Permalink to this headline">¶</a></h1> |
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| 58 | <div class="section" id="module-sans.models.TwoPowerLawModel"> |
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| 59 | <span id="sans-models-twopowerlawmodel"></span><h2><a class="reference internal" href="#module-sans.models.TwoPowerLawModel" title="sans.models.TwoPowerLawModel"><tt class="xref py py-mod docutils literal"><span class="pre">sans.models.TwoPowerLawModel</span></tt></a><a class="headerlink" href="#module-sans.models.TwoPowerLawModel" title="Permalink to this headline">¶</a></h2> |
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| 60 | <dl class="docutils"> |
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| 61 | <dt>Provide I(q) = A*pow(qval,-1.0*m1) for q<=qc</dt> |
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| 62 | <dd>=scale*pow(qval,-1.0*m2) for q>qc</dd> |
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| 63 | </dl> |
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| 64 | <p>TwoPowerLaw function as a BaseComponent model</p> |
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| 65 | <dl class="class"> |
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| 66 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel"> |
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| 67 | <em class="property">class </em><tt class="descclassname">sans.models.TwoPowerLawModel.</tt><tt class="descname">TwoPowerLawModel</tt><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel" title="Permalink to this definition">¶</a></dt> |
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| 68 | <dd><p>Bases: <a class="reference internal" href="BaseComponent.html#sans.models.BaseComponent.BaseComponent" title="sans.models.BaseComponent.BaseComponent"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.BaseComponent.BaseComponent</span></tt></a></p> |
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| 69 | <p>Class that evaluates a TwoPowerLawModel.</p> |
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| 70 | <dl class="docutils"> |
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| 71 | <dt>I(q) = coef_A*pow(qval,-1.0*power1) for q<=qc</dt> |
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| 72 | <dd>=C*pow(qval,-1.0*power2) for q>qc</dd> |
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| 73 | </dl> |
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| 74 | <p>where C=coef_A*pow(qc,-1.0*power1)/pow(qc,-1.0*power2). |
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| 75 | List of default parameters:</p> |
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| 76 | <blockquote> |
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| 77 | <div>coef_A = coefficient |
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| 78 | power1 = (-) Power @ low Q |
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| 79 | power2 = (-) Power @ high Q |
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| 80 | qc = crossover Q-value |
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| 81 | background = incoherent background</div></blockquote> |
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| 82 | <dl class="method"> |
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| 83 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.calculate_ER"> |
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| 84 | <tt class="descname">calculate_ER</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.calculate_ER" title="Permalink to this definition">¶</a></dt> |
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| 85 | <dd></dd></dl> |
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| 86 | |
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| 87 | <dl class="method"> |
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| 88 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.clone"> |
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| 89 | <tt class="descname">clone</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.clone" title="Permalink to this definition">¶</a></dt> |
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| 90 | <dd><p>Returns a new object identical to the current object</p> |
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| 91 | </dd></dl> |
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| 92 | |
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| 93 | <dl class="method"> |
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| 94 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.evalDistribution"> |
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| 95 | <tt class="descname">evalDistribution</tt><big>(</big><em>qdist</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.evalDistribution" title="Permalink to this definition">¶</a></dt> |
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| 96 | <dd><p>Evaluate a distribution of q-values.</p> |
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| 97 | <ul> |
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| 98 | <li><p class="first">For 1D, a numpy array is expected as input:</p> |
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| 99 | <blockquote> |
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| 100 | <div><p>evalDistribution(q)</p> |
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| 101 | </div></blockquote> |
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| 102 | </li> |
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| 103 | </ul> |
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| 104 | <p>where q is a numpy array.</p> |
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| 105 | <ul class="simple"> |
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| 106 | <li>For 2D, a list of numpy arrays are expected: [qx_prime,qy_prime], |
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| 107 | where 1D arrays,</li> |
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| 108 | </ul> |
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| 109 | <p>qx_prime = [ qx[0], qx[1], qx[2], ....] |
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| 110 | and |
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| 111 | qy_prime = [ qy[0], qy[1], qy[2], ....]</p> |
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| 112 | <p>Then get |
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| 113 | q = numpy.sqrt(qx_prime^2+qy_prime^2)</p> |
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| 114 | <p>that is a qr in 1D array; |
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| 115 | q = [q[0], q[1], q[2], ....]</p> |
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| 116 | <table class="docutils field-list" frame="void" rules="none"> |
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| 117 | <col class="field-name" /> |
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| 118 | <col class="field-body" /> |
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| 119 | <tbody valign="top"> |
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| 120 | <tr class="field"><th class="field-name">Note :</th><td class="field-body"><p class="first">Due to 2D speed issue, no anisotropic scattering |
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| 121 | is supported for python models, thus C-models should have</p> |
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| 122 | <blockquote class="last"> |
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| 123 | <div><p>their own evalDistribution methods.</p> |
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| 124 | </div></blockquote> |
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| 125 | </td> |
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| 126 | </tr> |
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| 127 | </tbody> |
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| 128 | </table> |
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| 129 | <p>The method is then called the following way:</p> |
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| 130 | <p>evalDistribution(q) |
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| 131 | where q is a numpy array.</p> |
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| 132 | <table class="docutils field-list" frame="void" rules="none"> |
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| 133 | <col class="field-name" /> |
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| 134 | <col class="field-body" /> |
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| 135 | <tbody valign="top"> |
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| 136 | <tr class="field"><th class="field-name">Parameters:</th><td class="field-body"><strong>qdist</strong> – ndarray of scalar q-values or list [qx,qy] |
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| 137 | where qx,qy are 1D ndarrays</td> |
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| 138 | </tr> |
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| 139 | </tbody> |
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| 140 | </table> |
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| 141 | </dd></dl> |
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| 142 | |
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| 143 | <dl class="method"> |
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| 144 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.getDispParamList"> |
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| 145 | <tt class="descname">getDispParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.getDispParamList" title="Permalink to this definition">¶</a></dt> |
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| 146 | <dd><p>Return a list of all available parameters for the model</p> |
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| 147 | </dd></dl> |
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| 148 | |
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| 149 | <dl class="method"> |
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| 150 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.getParam"> |
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| 151 | <tt class="descname">getParam</tt><big>(</big><em>name</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.getParam" title="Permalink to this definition">¶</a></dt> |
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| 152 | <dd><p>Set the value of a model parameter</p> |
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| 153 | <table class="docutils field-list" frame="void" rules="none"> |
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| 154 | <col class="field-name" /> |
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| 155 | <col class="field-body" /> |
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| 156 | <tbody valign="top"> |
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| 157 | <tr class="field"><th class="field-name">Parameters:</th><td class="field-body"><strong>name</strong> – name of the parameter</td> |
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| 158 | </tr> |
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| 159 | </tbody> |
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| 160 | </table> |
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| 161 | </dd></dl> |
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| 162 | |
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| 163 | <dl class="method"> |
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| 164 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamList"> |
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| 165 | <tt class="descname">getParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamList" title="Permalink to this definition">¶</a></dt> |
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| 166 | <dd><p>Return a list of all available parameters for the model</p> |
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| 167 | </dd></dl> |
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| 168 | |
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| 169 | <dl class="method"> |
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| 170 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamListWithToken"> |
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| 171 | <tt class="descname">getParamListWithToken</tt><big>(</big><em>token</em>, <em>member</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamListWithToken" title="Permalink to this definition">¶</a></dt> |
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| 172 | <dd></dd></dl> |
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| 173 | |
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| 174 | <dl class="method"> |
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| 175 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamWithToken"> |
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| 176 | <tt class="descname">getParamWithToken</tt><big>(</big><em>name</em>, <em>token</em>, <em>member</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.getParamWithToken" title="Permalink to this definition">¶</a></dt> |
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| 177 | <dd></dd></dl> |
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| 178 | |
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| 179 | <dl class="method"> |
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| 180 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.is_fittable"> |
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| 181 | <tt class="descname">is_fittable</tt><big>(</big><em>par_name</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.is_fittable" title="Permalink to this definition">¶</a></dt> |
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| 182 | <dd><p>Check if a given parameter is fittable or not</p> |
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| 183 | <table class="docutils field-list" frame="void" rules="none"> |
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| 184 | <col class="field-name" /> |
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| 185 | <col class="field-body" /> |
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| 186 | <tbody valign="top"> |
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| 187 | <tr class="field"><th class="field-name">Parameters:</th><td class="field-body"><strong>par_name</strong> – the parameter name to check</td> |
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| 188 | </tr> |
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| 189 | </tbody> |
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| 190 | </table> |
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| 191 | </dd></dl> |
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| 192 | |
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| 193 | <dl class="method"> |
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| 194 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.run"> |
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| 195 | <tt class="descname">run</tt><big>(</big><em>x=0.0</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.run" title="Permalink to this definition">¶</a></dt> |
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| 196 | <dd><p>Evaluate the model |
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| 197 | @param x: input q-value (float or [float, float] as [r, theta]) |
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| 198 | @return: (guinier value)</p> |
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| 199 | </dd></dl> |
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| 200 | |
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| 201 | <dl class="method"> |
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| 202 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.runXY"> |
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| 203 | <tt class="descname">runXY</tt><big>(</big><em>x=0.0</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.runXY" title="Permalink to this definition">¶</a></dt> |
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| 204 | <dd><p>Evaluate the model |
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| 205 | @param x: input q-value (float or [float, float] as [qx, qy]) |
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| 206 | @return: guinier value</p> |
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| 207 | </dd></dl> |
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| 208 | |
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| 209 | <dl class="method"> |
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| 210 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.setParam"> |
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| 211 | <tt class="descname">setParam</tt><big>(</big><em>name</em>, <em>value</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.setParam" title="Permalink to this definition">¶</a></dt> |
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| 212 | <dd><p>Set the value of a model parameter</p> |
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| 213 | <table class="docutils field-list" frame="void" rules="none"> |
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| 214 | <col class="field-name" /> |
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| 215 | <col class="field-body" /> |
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| 216 | <tbody valign="top"> |
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| 217 | <tr class="field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> |
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| 218 | <li><strong>name</strong> – name of the parameter</li> |
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| 219 | <li><strong>value</strong> – value of the parameter</li> |
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| 220 | </ul> |
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| 221 | </td> |
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| 222 | </tr> |
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| 223 | </tbody> |
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| 224 | </table> |
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| 225 | </dd></dl> |
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| 226 | |
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| 227 | <dl class="method"> |
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| 228 | <dt id="sans.models.TwoPowerLawModel.TwoPowerLawModel.setParamWithToken"> |
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| 229 | <tt class="descname">setParamWithToken</tt><big>(</big><em>name</em>, <em>value</em>, <em>token</em>, <em>member</em><big>)</big><a class="headerlink" href="#sans.models.TwoPowerLawModel.TwoPowerLawModel.setParamWithToken" title="Permalink to this definition">¶</a></dt> |
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| 230 | <dd></dd></dl> |
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