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| 58 | |
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| 59 | <div class="section" id="debyemodel"> |
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| 60 | <h1>DebyeModel<a class="headerlink" href="#debyemodel" title="Permalink to this headline">¶</a></h1> |
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[c0d873f] | 61 | <div class="section" id="sans-models-debyemodel"> |
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| 62 | <h2><a class="reference internal" href="#module-sans.models.DebyeModel" title="sans.models.DebyeModel"><tt class="xref py py-mod docutils literal"><span class="pre">sans.models.DebyeModel</span></tt></a><a class="headerlink" href="#sans-models-debyemodel" title="Permalink to this headline">¶</a></h2> |
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| 63 | <span class="target" id="module-sans.models.DebyeModel"></span><p>Provide F(x) = 2( exp(-x) + x - 1 )/x**2 |
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[512573a] | 64 | with x = (q*R_g)**2</p> |
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| 65 | <p>Debye function as a BaseComponent model</p> |
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| 66 | <dl class="class"> |
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| 67 | <dt id="sans.models.DebyeModel.DebyeModel"> |
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| 68 | <em class="property">class </em><tt class="descclassname">sans.models.DebyeModel.</tt><tt class="descname">DebyeModel</tt><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel" title="Permalink to this definition">¶</a></dt> |
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| 69 | <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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| 70 | <p>Class that evaluates a Debye model.</p> |
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| 71 | <p>F(x) = 2( exp(-x) + x - 1 )/x**2 |
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| 72 | with x = (q*R_g)**2</p> |
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| 73 | <dl class="docutils"> |
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| 74 | <dt>The model has three parameters: </dt> |
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| 75 | <dd>Rg = radius of gyration |
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| 76 | scale = scale factor |
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| 77 | bkd = Constant background</dd> |
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| 78 | </dl> |
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| 79 | <dl class="method"> |
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[c0d873f] | 80 | <dt id="sans.models.DebyeModel.DebyeModel.__add__"> |
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| 81 | <tt class="descname">__add__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__add__" title="Permalink to this definition">¶</a></dt> |
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| 82 | <dd></dd></dl> |
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| 83 | |
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| 84 | <dl class="method"> |
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| 85 | <dt id="sans.models.DebyeModel.DebyeModel.__div__"> |
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| 86 | <tt class="descname">__div__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__div__" title="Permalink to this definition">¶</a></dt> |
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| 87 | <dd></dd></dl> |
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| 88 | |
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| 89 | <dl class="method"> |
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| 90 | <dt id="sans.models.DebyeModel.DebyeModel.__init__"> |
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| 91 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__init__" title="Permalink to this definition">¶</a></dt> |
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| 92 | <dd><p>Initialization</p> |
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| 93 | </dd></dl> |
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| 94 | |
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| 95 | <dl class="attribute"> |
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| 96 | <dt id="sans.models.DebyeModel.DebyeModel.__module__"> |
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| 97 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.DebyeModel'</em><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__module__" title="Permalink to this definition">¶</a></dt> |
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| 98 | <dd></dd></dl> |
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| 99 | |
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| 100 | <dl class="method"> |
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| 101 | <dt id="sans.models.DebyeModel.DebyeModel.__mul__"> |
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| 102 | <tt class="descname">__mul__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__mul__" title="Permalink to this definition">¶</a></dt> |
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| 103 | <dd></dd></dl> |
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| 104 | |
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| 105 | <dl class="method"> |
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| 106 | <dt id="sans.models.DebyeModel.DebyeModel.__str__"> |
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| 107 | <tt class="descname">__str__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__str__" title="Permalink to this definition">¶</a></dt> |
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| 108 | <dd><table class="docutils field-list" frame="void" rules="none"> |
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| 109 | <col class="field-name" /> |
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| 110 | <col class="field-body" /> |
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| 111 | <tbody valign="top"> |
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| 112 | <tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">string representatio</td> |
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| 113 | </tr> |
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| 114 | </tbody> |
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| 115 | </table> |
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| 116 | </dd></dl> |
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| 117 | |
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| 118 | <dl class="method"> |
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| 119 | <dt id="sans.models.DebyeModel.DebyeModel.__sub__"> |
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| 120 | <tt class="descname">__sub__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.__sub__" title="Permalink to this definition">¶</a></dt> |
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| 121 | <dd></dd></dl> |
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| 122 | |
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| 123 | <dl class="method"> |
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| 124 | <dt id="sans.models.DebyeModel.DebyeModel._clone"> |
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| 125 | <tt class="descname">_clone</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel._clone" title="Permalink to this definition">¶</a></dt> |
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| 126 | <dd><p>Internal utility function to copy the internal |
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| 127 | data members to a fresh copy.</p> |
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| 128 | </dd></dl> |
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| 129 | |
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| 130 | <dl class="method"> |
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| 131 | <dt id="sans.models.DebyeModel.DebyeModel._debye"> |
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| 132 | <tt class="descname">_debye</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel._debye" title="Permalink to this definition">¶</a></dt> |
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| 133 | <dd><p>Evaluate F(x)= scale * D + bkd |
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| 134 | has 2 internal parameters :</p> |
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| 135 | <blockquote> |
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| 136 | <div>D = 2 * (exp(-y) + y - 1)/y**2 |
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| 137 | y = (x * Rg)^(2)</div></blockquote> |
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| 138 | </dd></dl> |
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| 139 | |
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| 140 | <dl class="method"> |
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[512573a] | 141 | <dt id="sans.models.DebyeModel.DebyeModel.calculate_ER"> |
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| 142 | <tt class="descname">calculate_ER</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.calculate_ER" title="Permalink to this definition">¶</a></dt> |
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| 143 | <dd></dd></dl> |
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| 144 | |
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| 145 | <dl class="method"> |
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| 146 | <dt id="sans.models.DebyeModel.DebyeModel.clone"> |
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| 147 | <tt class="descname">clone</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.clone" title="Permalink to this definition">¶</a></dt> |
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| 148 | <dd><p>Returns a new object identical to the current object</p> |
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| 149 | </dd></dl> |
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| 150 | |
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| 151 | <dl class="method"> |
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| 152 | <dt id="sans.models.DebyeModel.DebyeModel.evalDistribution"> |
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[c0d873f] | 153 | <tt class="descname">evalDistribution</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.evalDistribution" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 154 | <dd><p>Evaluate a distribution of q-values.</p> |
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| 155 | <ul> |
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| 156 | <li><p class="first">For 1D, a numpy array is expected as input:</p> |
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| 157 | <blockquote> |
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| 158 | <div><p>evalDistribution(q)</p> |
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| 159 | </div></blockquote> |
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| 160 | </li> |
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| 161 | </ul> |
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| 162 | <p>where q is a numpy array.</p> |
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| 163 | <ul class="simple"> |
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| 164 | <li>For 2D, a list of numpy arrays are expected: [qx_prime,qy_prime], |
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| 165 | where 1D arrays,</li> |
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| 166 | </ul> |
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| 167 | <p>qx_prime = [ qx[0], qx[1], qx[2], ....] |
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| 168 | and |
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| 169 | qy_prime = [ qy[0], qy[1], qy[2], ....]</p> |
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| 170 | <p>Then get |
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| 171 | q = numpy.sqrt(qx_prime^2+qy_prime^2)</p> |
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| 172 | <p>that is a qr in 1D array; |
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| 173 | q = [q[0], q[1], q[2], ....]</p> |
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| 174 | <table class="docutils field-list" frame="void" rules="none"> |
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| 175 | <col class="field-name" /> |
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| 176 | <col class="field-body" /> |
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| 177 | <tbody valign="top"> |
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[c0d873f] | 178 | <tr class="field-odd 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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[512573a] | 179 | is supported for python models, thus C-models should have</p> |
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| 180 | <blockquote class="last"> |
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| 181 | <div><p>their own evalDistribution methods.</p> |
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| 182 | </div></blockquote> |
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| 183 | </td> |
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| 184 | </tr> |
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| 185 | </tbody> |
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| 186 | </table> |
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| 187 | <p>The method is then called the following way:</p> |
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| 188 | <p>evalDistribution(q) |
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| 189 | where q is a numpy array.</p> |
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| 190 | <table class="docutils field-list" frame="void" rules="none"> |
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| 191 | <col class="field-name" /> |
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| 192 | <col class="field-body" /> |
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| 193 | <tbody valign="top"> |
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[c0d873f] | 194 | <tr class="field-odd 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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[512573a] | 195 | where qx,qy are 1D ndarrays</td> |
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| 196 | </tr> |
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| 197 | </tbody> |
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| 198 | </table> |
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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.DebyeModel.DebyeModel.getDispParamList"> |
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| 203 | <tt class="descname">getDispParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.getDispParamList" title="Permalink to this definition">¶</a></dt> |
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| 204 | <dd><p>Return a list of all available parameters for the model</p> |
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| 205 | </dd></dl> |
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| 206 | |
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| 207 | <dl class="method"> |
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| 208 | <dt id="sans.models.DebyeModel.DebyeModel.getParam"> |
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[c0d873f] | 209 | <tt class="descname">getParam</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.getParam" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 210 | <dd><p>Set the value of a model parameter</p> |
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| 211 | <table class="docutils field-list" frame="void" rules="none"> |
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| 212 | <col class="field-name" /> |
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| 213 | <col class="field-body" /> |
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| 214 | <tbody valign="top"> |
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[c0d873f] | 215 | <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>name</strong> – name of the parameter</td> |
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[512573a] | 216 | </tr> |
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| 217 | </tbody> |
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| 218 | </table> |
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| 219 | </dd></dl> |
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| 220 | |
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| 221 | <dl class="method"> |
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| 222 | <dt id="sans.models.DebyeModel.DebyeModel.getParamList"> |
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| 223 | <tt class="descname">getParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.getParamList" title="Permalink to this definition">¶</a></dt> |
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| 224 | <dd><p>Return a list of all available parameters for the model</p> |
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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.DebyeModel.DebyeModel.getParamListWithToken"> |
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[c0d873f] | 229 | <tt class="descname">getParamListWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.getParamListWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 230 | <dd></dd></dl> |
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| 231 | |
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| 232 | <dl class="method"> |
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| 233 | <dt id="sans.models.DebyeModel.DebyeModel.getParamWithToken"> |
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[c0d873f] | 234 | <tt class="descname">getParamWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.getParamWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 235 | <dd></dd></dl> |
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| 236 | |
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| 237 | <dl class="method"> |
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| 238 | <dt id="sans.models.DebyeModel.DebyeModel.is_fittable"> |
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[c0d873f] | 239 | <tt class="descname">is_fittable</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.is_fittable" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 240 | <dd><p>Check if a given parameter is fittable or not</p> |
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| 241 | <table class="docutils field-list" frame="void" rules="none"> |
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| 242 | <col class="field-name" /> |
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| 243 | <col class="field-body" /> |
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| 244 | <tbody valign="top"> |
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[c0d873f] | 245 | <tr class="field-odd 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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[512573a] | 246 | </tr> |
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| 247 | </tbody> |
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| 248 | </table> |
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| 249 | </dd></dl> |
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| 250 | |
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| 251 | <dl class="method"> |
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| 252 | <dt id="sans.models.DebyeModel.DebyeModel.run"> |
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[c0d873f] | 253 | <tt class="descname">run</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.run" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 254 | <dd><p>Evaluate the model |
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| 255 | @param x: input q-value (float or [float, float] as [r, theta]) |
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| 256 | @return: (debye value)</p> |
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| 257 | </dd></dl> |
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| 258 | |
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| 259 | <dl class="method"> |
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| 260 | <dt id="sans.models.DebyeModel.DebyeModel.runXY"> |
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[c0d873f] | 261 | <tt class="descname">runXY</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.runXY" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 262 | <dd><p>Evaluate the model |
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| 263 | @param x: input q-value (float or [float, float] as [qx, qy]) |
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| 264 | @return: debye value</p> |
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| 265 | </dd></dl> |
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| 266 | |
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| 267 | <dl class="method"> |
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| 268 | <dt id="sans.models.DebyeModel.DebyeModel.setParam"> |
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[c0d873f] | 269 | <tt class="descname">setParam</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.setParam" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 270 | <dd><p>Set the value of a model parameter</p> |
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| 271 | <table class="docutils field-list" frame="void" rules="none"> |
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| 272 | <col class="field-name" /> |
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| 273 | <col class="field-body" /> |
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| 274 | <tbody valign="top"> |
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[c0d873f] | 275 | <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> |
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[512573a] | 276 | <li><strong>name</strong> – name of the parameter</li> |
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| 277 | <li><strong>value</strong> – value of the parameter</li> |
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| 278 | </ul> |
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| 279 | </td> |
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| 280 | </tr> |
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| 281 | </tbody> |
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| 282 | </table> |
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| 283 | </dd></dl> |
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| 284 | |
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| 285 | <dl class="method"> |
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| 286 | <dt id="sans.models.DebyeModel.DebyeModel.setParamWithToken"> |
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[c0d873f] | 287 | <tt class="descname">setParamWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.DebyeModel.DebyeModel.setParamWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 288 | <dd></dd></dl> |
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| 289 | |
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| 290 | </dd></dl> |
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| 291 | |
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| 292 | </div> |
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| 293 | </div> |
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| 294 | |
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| 295 | |
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| 296 | </div> |
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| 297 | </div> |
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| 298 | </div> |
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| 299 | <div class="sphinxsidebar"> |
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| 300 | <div class="sphinxsidebarwrapper"> |
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| 301 | <h3><a href="../index.html">Table Of Contents</a></h3> |
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| 302 | <ul> |
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| 303 | <li><a class="reference internal" href="#">DebyeModel</a><ul> |
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[c0d873f] | 304 | <li><a class="reference internal" href="#sans-models-debyemodel"><tt class="docutils literal"><span class="pre">sans.models.DebyeModel</span></tt></a></li> |
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[512573a] | 305 | </ul> |
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| 306 | </li> |
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| 307 | </ul> |
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| 308 | |
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| 309 | <h4>Previous topic</h4> |
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| 311 | title="previous chapter">DABModel</a></p> |
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| 337 | <div class="related"> |
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| 338 | <h3>Navigation</h3> |
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[c0d873f] | 352 | <li><a href="../index.html">sansmodels 0.1.0 documentation</a> »</li> |
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[512573a] | 353 | <li><a href="index.html" >Reference</a> »</li> |
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