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| 58 | |
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| 59 | <div class="section" id="fractalmode-pymodell"> |
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| 60 | <h1>FractalMode_pymodell<a class="headerlink" href="#fractalmode-pymodell" title="Permalink to this headline">¶</a></h1> |
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[c0d873f] | 61 | <div class="section" id="sans-models-fractalmode-pymodell"> |
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| 62 | <h2><a class="reference internal" href="#module-sans.models.FractalMode_pymodell" title="sans.models.FractalMode_pymodell"><tt class="xref py py-mod docutils literal"><span class="pre">sans.models.FractalMode_pymodell</span></tt></a><a class="headerlink" href="#sans-models-fractalmode-pymodell" title="Permalink to this headline">¶</a></h2> |
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| 63 | <span class="target" id="module-sans.models.FractalMode_pymodell"></span><p>Provide F(x)= P(x)*S(x) + bkd |
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[512573a] | 64 | Fractal as a BaseComponent model</p> |
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| 65 | <dl class="class"> |
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| 66 | <dt id="sans.models.FractalMode_pymodell.FractalModel"> |
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| 67 | <em class="property">class </em><tt class="descclassname">sans.models.FractalMode_pymodell.</tt><tt class="descname">FractalModel</tt><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel" 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 Fractal function.</p> |
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| 70 | <p>F(x)= P(x)*S(x) + bkd |
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| 71 | The model has Seven parameters:</p> |
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| 72 | <blockquote> |
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| 73 | <div>scale = Volume fraction |
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| 74 | radius = Block radius |
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| 75 | fractal_dim = Fractal dimension |
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| 76 | corr_length = correlation Length |
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| 77 | block_sld = SDL block |
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| 78 | solvent_sld = SDL solvent |
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| 79 | background = background</div></blockquote> |
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| 80 | <dl class="method"> |
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[c0d873f] | 81 | <dt id="sans.models.FractalMode_pymodell.FractalModel._Block"> |
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| 82 | <tt class="descname">_Block</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel._Block" title="Permalink to this definition">¶</a></dt> |
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| 83 | <dd></dd></dl> |
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| 84 | |
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| 85 | <dl class="method"> |
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| 86 | <dt id="sans.models.FractalMode_pymodell.FractalModel._Fractal"> |
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| 87 | <tt class="descname">_Fractal</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel._Fractal" title="Permalink to this definition">¶</a></dt> |
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| 88 | <dd><p>Evaluate |
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| 89 | F(x) = p(x) * s(x) + bkd</p> |
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| 90 | </dd></dl> |
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| 91 | |
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| 92 | <dl class="method"> |
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| 93 | <dt id="sans.models.FractalMode_pymodell.FractalModel._Spherical"> |
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| 94 | <tt class="descname">_Spherical</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel._Spherical" title="Permalink to this definition">¶</a></dt> |
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| 95 | <dd><p>F(x) = 3*[sin(x)-xcos(x)]/x**3</p> |
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| 96 | </dd></dl> |
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| 97 | |
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| 98 | <dl class="method"> |
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| 99 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__add__"> |
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| 100 | <tt class="descname">__add__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__add__" title="Permalink to this definition">¶</a></dt> |
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| 101 | <dd></dd></dl> |
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| 102 | |
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| 103 | <dl class="method"> |
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| 104 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__div__"> |
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| 105 | <tt class="descname">__div__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__div__" title="Permalink to this definition">¶</a></dt> |
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| 106 | <dd></dd></dl> |
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| 107 | |
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| 108 | <dl class="method"> |
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| 109 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__init__"> |
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| 110 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__init__" title="Permalink to this definition">¶</a></dt> |
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| 111 | <dd><p>Initialization</p> |
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| 112 | </dd></dl> |
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| 113 | |
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| 114 | <dl class="attribute"> |
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| 115 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__module__"> |
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| 116 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.FractalMode_pymodell'</em><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__module__" title="Permalink to this definition">¶</a></dt> |
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| 117 | <dd></dd></dl> |
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| 118 | |
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| 119 | <dl class="method"> |
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| 120 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__mul__"> |
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| 121 | <tt class="descname">__mul__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__mul__" title="Permalink to this definition">¶</a></dt> |
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| 122 | <dd></dd></dl> |
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| 123 | |
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| 124 | <dl class="method"> |
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| 125 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__str__"> |
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| 126 | <tt class="descname">__str__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__str__" title="Permalink to this definition">¶</a></dt> |
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| 127 | <dd><table class="docutils field-list" frame="void" rules="none"> |
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| 128 | <col class="field-name" /> |
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| 129 | <col class="field-body" /> |
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| 130 | <tbody valign="top"> |
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| 131 | <tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">string representatio</td> |
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| 132 | </tr> |
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| 133 | </tbody> |
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| 134 | </table> |
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| 135 | </dd></dl> |
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| 136 | |
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| 137 | <dl class="method"> |
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| 138 | <dt id="sans.models.FractalMode_pymodell.FractalModel.__sub__"> |
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| 139 | <tt class="descname">__sub__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.__sub__" title="Permalink to this definition">¶</a></dt> |
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| 140 | <dd></dd></dl> |
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| 141 | |
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| 142 | <dl class="method"> |
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| 143 | <dt id="sans.models.FractalMode_pymodell.FractalModel._clone"> |
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| 144 | <tt class="descname">_clone</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel._clone" title="Permalink to this definition">¶</a></dt> |
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| 145 | <dd><p>Internal utility function to copy the internal |
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| 146 | data members to a fresh copy.</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.FractalMode_pymodell.FractalModel._scatterRanDom"> |
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| 151 | <tt class="descname">_scatterRanDom</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel._scatterRanDom" title="Permalink to this definition">¶</a></dt> |
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| 152 | <dd><p>calculate p(x)= scale* V^(2)*delta^(2)* F(x*Radius)^(2)</p> |
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| 153 | </dd></dl> |
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| 154 | |
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| 155 | <dl class="method"> |
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[512573a] | 156 | <dt id="sans.models.FractalMode_pymodell.FractalModel.calculate_ER"> |
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| 157 | <tt class="descname">calculate_ER</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.calculate_ER" title="Permalink to this definition">¶</a></dt> |
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| 158 | <dd></dd></dl> |
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| 159 | |
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| 160 | <dl class="method"> |
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| 161 | <dt id="sans.models.FractalMode_pymodell.FractalModel.clone"> |
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| 162 | <tt class="descname">clone</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.clone" title="Permalink to this definition">¶</a></dt> |
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| 163 | <dd><p>Returns a new object identical to the current object</p> |
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| 164 | </dd></dl> |
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| 165 | |
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| 166 | <dl class="method"> |
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| 167 | <dt id="sans.models.FractalMode_pymodell.FractalModel.evalDistribution"> |
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[c0d873f] | 168 | <tt class="descname">evalDistribution</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.evalDistribution" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 169 | <dd><p>Evaluate a distribution of q-values.</p> |
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| 170 | <ul> |
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| 171 | <li><p class="first">For 1D, a numpy array is expected as input:</p> |
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| 172 | <blockquote> |
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| 173 | <div><p>evalDistribution(q)</p> |
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| 174 | </div></blockquote> |
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| 175 | </li> |
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| 176 | </ul> |
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| 177 | <p>where q is a numpy array.</p> |
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| 178 | <ul class="simple"> |
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| 179 | <li>For 2D, a list of numpy arrays are expected: [qx_prime,qy_prime], |
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| 180 | where 1D arrays,</li> |
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| 181 | </ul> |
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| 182 | <p>qx_prime = [ qx[0], qx[1], qx[2], ....] |
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| 183 | and |
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| 184 | qy_prime = [ qy[0], qy[1], qy[2], ....]</p> |
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| 185 | <p>Then get |
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| 186 | q = numpy.sqrt(qx_prime^2+qy_prime^2)</p> |
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| 187 | <p>that is a qr in 1D array; |
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| 188 | q = [q[0], q[1], q[2], ....]</p> |
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| 189 | <table class="docutils field-list" frame="void" rules="none"> |
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| 190 | <col class="field-name" /> |
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| 191 | <col class="field-body" /> |
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| 192 | <tbody valign="top"> |
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[c0d873f] | 193 | <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] | 194 | is supported for python models, thus C-models should have</p> |
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| 195 | <blockquote class="last"> |
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| 196 | <div><p>their own evalDistribution methods.</p> |
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| 197 | </div></blockquote> |
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| 198 | </td> |
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| 199 | </tr> |
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| 200 | </tbody> |
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| 201 | </table> |
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| 202 | <p>The method is then called the following way:</p> |
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| 203 | <p>evalDistribution(q) |
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| 204 | where q is a numpy array.</p> |
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| 205 | <table class="docutils field-list" frame="void" rules="none"> |
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| 206 | <col class="field-name" /> |
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| 207 | <col class="field-body" /> |
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| 208 | <tbody valign="top"> |
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[c0d873f] | 209 | <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] | 210 | where qx,qy are 1D ndarrays</td> |
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| 211 | </tr> |
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| 212 | </tbody> |
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| 213 | </table> |
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| 214 | </dd></dl> |
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| 215 | |
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| 216 | <dl class="method"> |
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| 217 | <dt id="sans.models.FractalMode_pymodell.FractalModel.getDispParamList"> |
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| 218 | <tt class="descname">getDispParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.getDispParamList" title="Permalink to this definition">¶</a></dt> |
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| 219 | <dd><p>Return a list of all available parameters for the model</p> |
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| 220 | </dd></dl> |
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| 221 | |
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| 222 | <dl class="method"> |
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| 223 | <dt id="sans.models.FractalMode_pymodell.FractalModel.getParam"> |
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[c0d873f] | 224 | <tt class="descname">getParam</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.getParam" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 225 | <dd><p>Set the value of a model parameter</p> |
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| 226 | <table class="docutils field-list" frame="void" rules="none"> |
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| 227 | <col class="field-name" /> |
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| 228 | <col class="field-body" /> |
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| 229 | <tbody valign="top"> |
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[c0d873f] | 230 | <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] | 231 | </tr> |
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| 232 | </tbody> |
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| 233 | </table> |
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| 234 | </dd></dl> |
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| 235 | |
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| 236 | <dl class="method"> |
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| 237 | <dt id="sans.models.FractalMode_pymodell.FractalModel.getParamList"> |
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| 238 | <tt class="descname">getParamList</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.getParamList" title="Permalink to this definition">¶</a></dt> |
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| 239 | <dd><p>Return a list of all available parameters for the model</p> |
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| 240 | </dd></dl> |
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| 241 | |
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| 242 | <dl class="method"> |
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| 243 | <dt id="sans.models.FractalMode_pymodell.FractalModel.getParamListWithToken"> |
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[c0d873f] | 244 | <tt class="descname">getParamListWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.getParamListWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 245 | <dd></dd></dl> |
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| 246 | |
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| 247 | <dl class="method"> |
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| 248 | <dt id="sans.models.FractalMode_pymodell.FractalModel.getParamWithToken"> |
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[c0d873f] | 249 | <tt class="descname">getParamWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.getParamWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 250 | <dd></dd></dl> |
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| 251 | |
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| 252 | <dl class="method"> |
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| 253 | <dt id="sans.models.FractalMode_pymodell.FractalModel.is_fittable"> |
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[c0d873f] | 254 | <tt class="descname">is_fittable</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.is_fittable" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 255 | <dd><p>Check if a given parameter is fittable or not</p> |
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| 256 | <table class="docutils field-list" frame="void" rules="none"> |
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| 257 | <col class="field-name" /> |
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| 258 | <col class="field-body" /> |
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| 259 | <tbody valign="top"> |
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[c0d873f] | 260 | <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] | 261 | </tr> |
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| 262 | </tbody> |
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| 263 | </table> |
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| 264 | </dd></dl> |
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| 265 | |
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| 266 | <dl class="method"> |
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| 267 | <dt id="sans.models.FractalMode_pymodell.FractalModel.run"> |
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[c0d873f] | 268 | <tt class="descname">run</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.run" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 269 | <dd><p>Evaluate the model |
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| 270 | @param x: input q-value (float or [float, float] as [r, theta]) |
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| 271 | @return: (Fractal value)</p> |
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| 272 | </dd></dl> |
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| 273 | |
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| 274 | <dl class="method"> |
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| 275 | <dt id="sans.models.FractalMode_pymodell.FractalModel.runXY"> |
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[c0d873f] | 276 | <tt class="descname">runXY</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.runXY" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 277 | <dd><p>Evaluate the model |
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| 278 | @param x: input q-value (float or [float, float] as [qx, qy]) |
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| 279 | @return: Fractal value</p> |
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| 280 | </dd></dl> |
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| 281 | |
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| 282 | <dl class="method"> |
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| 283 | <dt id="sans.models.FractalMode_pymodell.FractalModel.setParam"> |
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[c0d873f] | 284 | <tt class="descname">setParam</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.setParam" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 285 | <dd><p>Set the value of a model parameter</p> |
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| 286 | <table class="docutils field-list" frame="void" rules="none"> |
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| 287 | <col class="field-name" /> |
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| 288 | <col class="field-body" /> |
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| 289 | <tbody valign="top"> |
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[c0d873f] | 290 | <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] | 291 | <li><strong>name</strong> – name of the parameter</li> |
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| 292 | <li><strong>value</strong> – value of the parameter</li> |
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| 293 | </ul> |
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| 294 | </td> |
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| 295 | </tr> |
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| 296 | </tbody> |
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| 297 | </table> |
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| 298 | </dd></dl> |
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| 299 | |
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| 300 | <dl class="method"> |
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| 301 | <dt id="sans.models.FractalMode_pymodell.FractalModel.setParamWithToken"> |
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[c0d873f] | 302 | <tt class="descname">setParamWithToken</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.FractalMode_pymodell.FractalModel.setParamWithToken" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 303 | <dd></dd></dl> |
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| 304 | |
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| 305 | </dd></dl> |
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| 306 | |
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| 307 | </div> |
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| 318 | <li><a class="reference internal" href="#">FractalMode_pymodell</a><ul> |
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[c0d873f] | 319 | <li><a class="reference internal" href="#sans-models-fractalmode-pymodell"><tt class="docutils literal"><span class="pre">sans.models.FractalMode_pymodell</span></tt></a></li> |
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[512573a] | 320 | </ul> |
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