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| 59 | <div class="section" id="dispersion-models"> |
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| 60 | <h1>dispersion_models<a class="headerlink" href="#dispersion-models" title="Permalink to this headline">¶</a></h1> |
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[c0d873f] | 61 | <div class="section" id="sans-models-dispersion-models"> |
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| 62 | <h2><a class="reference internal" href="#module-sans.models.dispersion_models" title="sans.models.dispersion_models"><tt class="xref py py-mod docutils literal"><span class="pre">sans.models.dispersion_models</span></tt></a><a class="headerlink" href="#sans-models-dispersion-models" title="Permalink to this headline">¶</a></h2> |
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| 63 | <span class="target" id="module-sans.models.dispersion_models"></span><p>Class definitions for python dispersion model for |
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[512573a] | 64 | model parameters. These classes are bridges to the C++ |
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| 65 | dispersion object.</p> |
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| 66 | <p>The ArrayDispersion class takes in numpy arrays only.</p> |
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| 67 | <p>Usage: |
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| 68 | These classes can be used to set the dispersion model of a SANS model |
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| 69 | parameter:</p> |
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| 70 | <blockquote> |
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| 71 | <div>cyl = CylinderModel() |
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| 72 | cyl.set_dispersion(‘radius’, GaussianDispersion())</div></blockquote> |
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| 73 | <p>After the dispersion model is set, you can access it’s |
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| 74 | parameter through the dispersion dictionary:</p> |
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| 75 | <blockquote> |
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| 76 | <div>cyl.dispersion[‘radius’][‘width’] = 5.0</div></blockquote> |
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| 77 | <table class="docutils field-list" frame="void" rules="none"> |
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| 78 | <col class="field-name" /> |
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| 79 | <col class="field-body" /> |
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| 80 | <tbody valign="top"> |
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[c0d873f] | 81 | <tr class="field-odd field"><th class="field-name">TODO:</th><td class="field-body">For backward compatibility, the model parameters are still kept in |
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[512573a] | 82 | a dictionary. The next iteration of refactoring work should involve moving |
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| 83 | away from value-based parameters to object-based parameter. We want to |
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| 84 | store parameters as objects so that we can unify the ‘params’ and ‘dispersion’ |
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| 85 | dictionaries into a single dictionary of parameter objects that hold the |
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| 86 | complete information about the parameter (units, limits, dispersion model, etc...).</td> |
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| 87 | </tr> |
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| 88 | </tbody> |
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| 89 | </table> |
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| 90 | <dl class="class"> |
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| 91 | <dt id="sans.models.dispersion_models.ArrayDispersion"> |
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| 92 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">ArrayDispersion</tt><a class="headerlink" href="#sans.models.dispersion_models.ArrayDispersion" title="Permalink to this definition">¶</a></dt> |
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| 93 | <dd><p>Bases: <a class="reference internal" href="#sans.models.dispersion_models.DispersionModel" title="sans.models.dispersion_models.DispersionModel"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.dispersion_models.DispersionModel</span></tt></a></p> |
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| 94 | <p>Python bridge class for a dispersion model based on arrays. |
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| 95 | The user has to set a weight distribution that |
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| 96 | will be used in the averaging the model parameter |
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| 97 | it is applied to.</p> |
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| 98 | <dl class="method"> |
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[c0d873f] | 99 | <dt id="sans.models.dispersion_models.ArrayDispersion.__init__"> |
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| 100 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.ArrayDispersion.__init__" 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="attribute"> |
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| 104 | <dt id="sans.models.dispersion_models.ArrayDispersion.__module__"> |
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| 105 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.ArrayDispersion.__module__" 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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[512573a] | 109 | <dt id="sans.models.dispersion_models.ArrayDispersion.set_weights"> |
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[c0d873f] | 110 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.ArrayDispersion.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 111 | <dd><p>Set the weights of an array dispersion |
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| 112 | Only accept numpy arrays.</p> |
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| 113 | <table class="docutils field-list" frame="void" rules="none"> |
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| 114 | <col class="field-name" /> |
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| 115 | <col class="field-body" /> |
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| 116 | <tbody valign="top"> |
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[c0d873f] | 117 | <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] | 118 | <li><strong>values</strong> – numpy array of values</li> |
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| 119 | <li><strong>weights</strong> – numpy array of weights for each value entry</li> |
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| 120 | </ul> |
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| 121 | </td> |
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| 122 | </tr> |
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| 123 | </tbody> |
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| 124 | </table> |
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| 125 | </dd></dl> |
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| 126 | |
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| 127 | </dd></dl> |
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| 128 | |
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| 129 | <dl class="class"> |
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| 130 | <dt id="sans.models.dispersion_models.DispersionModel"> |
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| 131 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">DispersionModel</tt><a class="headerlink" href="#sans.models.dispersion_models.DispersionModel" title="Permalink to this definition">¶</a></dt> |
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| 132 | <dd><p>Python bridge class for a basic dispersion model |
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| 133 | class with a constant parameter value distribution</p> |
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| 134 | <dl class="method"> |
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[c0d873f] | 135 | <dt id="sans.models.dispersion_models.DispersionModel.__init__"> |
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| 136 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.DispersionModel.__init__" title="Permalink to this definition">¶</a></dt> |
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| 137 | <dd></dd></dl> |
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| 138 | |
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| 139 | <dl class="attribute"> |
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| 140 | <dt id="sans.models.dispersion_models.DispersionModel.__module__"> |
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| 141 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.DispersionModel.__module__" title="Permalink to this definition">¶</a></dt> |
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| 142 | <dd></dd></dl> |
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| 143 | |
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| 144 | <dl class="method"> |
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[512573a] | 145 | <dt id="sans.models.dispersion_models.DispersionModel.set_weights"> |
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[c0d873f] | 146 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.DispersionModel.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 147 | <dd><p>Set the weights of an array dispersion</p> |
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| 148 | </dd></dl> |
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| 149 | |
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| 150 | </dd></dl> |
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| 151 | |
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| 152 | <dl class="class"> |
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| 153 | <dt id="sans.models.dispersion_models.GaussianDispersion"> |
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| 154 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">GaussianDispersion</tt><a class="headerlink" href="#sans.models.dispersion_models.GaussianDispersion" title="Permalink to this definition">¶</a></dt> |
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| 155 | <dd><p>Bases: <a class="reference internal" href="#sans.models.dispersion_models.DispersionModel" title="sans.models.dispersion_models.DispersionModel"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.dispersion_models.DispersionModel</span></tt></a></p> |
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| 156 | <p>Python bridge class for a dispersion model based |
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| 157 | on a Gaussian distribution.</p> |
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| 158 | <dl class="method"> |
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[c0d873f] | 159 | <dt id="sans.models.dispersion_models.GaussianDispersion.__init__"> |
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| 160 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.GaussianDispersion.__init__" title="Permalink to this definition">¶</a></dt> |
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| 161 | <dd></dd></dl> |
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| 162 | |
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| 163 | <dl class="attribute"> |
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| 164 | <dt id="sans.models.dispersion_models.GaussianDispersion.__module__"> |
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| 165 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.GaussianDispersion.__module__" title="Permalink to this definition">¶</a></dt> |
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| 166 | <dd></dd></dl> |
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| 167 | |
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| 168 | <dl class="method"> |
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[512573a] | 169 | <dt id="sans.models.dispersion_models.GaussianDispersion.set_weights"> |
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[c0d873f] | 170 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.GaussianDispersion.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 171 | <dd><p>Set the weights of an array dispersion</p> |
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| 172 | </dd></dl> |
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| 173 | |
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| 174 | </dd></dl> |
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| 175 | |
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| 176 | <dl class="class"> |
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| 177 | <dt id="sans.models.dispersion_models.LogNormalDispersion"> |
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| 178 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">LogNormalDispersion</tt><a class="headerlink" href="#sans.models.dispersion_models.LogNormalDispersion" title="Permalink to this definition">¶</a></dt> |
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| 179 | <dd><p>Bases: <a class="reference internal" href="#sans.models.dispersion_models.DispersionModel" title="sans.models.dispersion_models.DispersionModel"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.dispersion_models.DispersionModel</span></tt></a></p> |
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| 180 | <p>Python bridge class for a dispersion model based |
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| 181 | on a Log Normal distribution.</p> |
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| 182 | <dl class="method"> |
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[c0d873f] | 183 | <dt id="sans.models.dispersion_models.LogNormalDispersion.__init__"> |
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| 184 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.LogNormalDispersion.__init__" title="Permalink to this definition">¶</a></dt> |
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| 185 | <dd></dd></dl> |
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| 186 | |
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| 187 | <dl class="attribute"> |
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| 188 | <dt id="sans.models.dispersion_models.LogNormalDispersion.__module__"> |
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| 189 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.LogNormalDispersion.__module__" title="Permalink to this definition">¶</a></dt> |
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| 190 | <dd></dd></dl> |
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| 191 | |
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| 192 | <dl class="method"> |
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[512573a] | 193 | <dt id="sans.models.dispersion_models.LogNormalDispersion.set_weights"> |
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[c0d873f] | 194 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.LogNormalDispersion.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 195 | <dd><p>Set the weights of an array dispersion</p> |
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| 196 | </dd></dl> |
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| 197 | |
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| 198 | </dd></dl> |
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| 199 | |
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| 200 | <dl class="class"> |
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| 201 | <dt id="sans.models.dispersion_models.RectangleDispersion"> |
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| 202 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">RectangleDispersion</tt><a class="headerlink" href="#sans.models.dispersion_models.RectangleDispersion" title="Permalink to this definition">¶</a></dt> |
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| 203 | <dd><p>Bases: <a class="reference internal" href="#sans.models.dispersion_models.DispersionModel" title="sans.models.dispersion_models.DispersionModel"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.dispersion_models.DispersionModel</span></tt></a></p> |
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| 204 | <p>Python bridge class for a dispersion model based |
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| 205 | on a Gaussian distribution.</p> |
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| 206 | <dl class="method"> |
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[c0d873f] | 207 | <dt id="sans.models.dispersion_models.RectangleDispersion.__init__"> |
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| 208 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.RectangleDispersion.__init__" title="Permalink to this definition">¶</a></dt> |
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| 209 | <dd></dd></dl> |
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| 210 | |
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| 211 | <dl class="attribute"> |
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| 212 | <dt id="sans.models.dispersion_models.RectangleDispersion.__module__"> |
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| 213 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.RectangleDispersion.__module__" title="Permalink to this definition">¶</a></dt> |
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| 214 | <dd></dd></dl> |
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| 215 | |
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| 216 | <dl class="method"> |
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[512573a] | 217 | <dt id="sans.models.dispersion_models.RectangleDispersion.set_weights"> |
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[c0d873f] | 218 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.RectangleDispersion.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 219 | <dd><p>Set the weights of an array dispersion</p> |
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| 220 | </dd></dl> |
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| 221 | |
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| 222 | </dd></dl> |
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| 223 | |
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| 224 | <dl class="class"> |
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| 225 | <dt id="sans.models.dispersion_models.SchulzDispersion"> |
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| 226 | <em class="property">class </em><tt class="descclassname">sans.models.dispersion_models.</tt><tt class="descname">SchulzDispersion</tt><a class="headerlink" href="#sans.models.dispersion_models.SchulzDispersion" title="Permalink to this definition">¶</a></dt> |
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| 227 | <dd><p>Bases: <a class="reference internal" href="#sans.models.dispersion_models.DispersionModel" title="sans.models.dispersion_models.DispersionModel"><tt class="xref py py-class docutils literal"><span class="pre">sans.models.dispersion_models.DispersionModel</span></tt></a></p> |
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| 228 | <p>Python bridge class for a dispersion model based |
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| 229 | on a Schulz distribution.</p> |
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| 230 | <dl class="method"> |
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[c0d873f] | 231 | <dt id="sans.models.dispersion_models.SchulzDispersion.__init__"> |
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| 232 | <tt class="descname">__init__</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.SchulzDispersion.__init__" title="Permalink to this definition">¶</a></dt> |
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| 233 | <dd></dd></dl> |
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| 234 | |
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| 235 | <dl class="attribute"> |
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| 236 | <dt id="sans.models.dispersion_models.SchulzDispersion.__module__"> |
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| 237 | <tt class="descname">__module__</tt><em class="property"> = 'sans.models.dispersion_models'</em><a class="headerlink" href="#sans.models.dispersion_models.SchulzDispersion.__module__" title="Permalink to this definition">¶</a></dt> |
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| 238 | <dd></dd></dl> |
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| 239 | |
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| 240 | <dl class="method"> |
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[512573a] | 241 | <dt id="sans.models.dispersion_models.SchulzDispersion.set_weights"> |
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[c0d873f] | 242 | <tt class="descname">set_weights</tt><big>(</big><big>)</big><a class="headerlink" href="#sans.models.dispersion_models.SchulzDispersion.set_weights" title="Permalink to this definition">¶</a></dt> |
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[512573a] | 243 | <dd><p>Set the weights of an array dispersion</p> |
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| 244 | </dd></dl> |
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| 245 | |
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| 246 | </dd></dl> |
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| 247 | |
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| 248 | </div> |
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| 257 | <h3><a href="../index.html">Table Of Contents</a></h3> |
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| 258 | <ul> |
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| 259 | <li><a class="reference internal" href="#">dispersion_models</a><ul> |
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[c0d873f] | 260 | <li><a class="reference internal" href="#sans-models-dispersion-models"><tt class="docutils literal"><span class="pre">sans.models.dispersion_models</span></tt></a></li> |
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[512573a] | 261 | </ul> |
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| 262 | </li> |
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| 263 | </ul> |
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| 264 | |
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| 265 | <h4>Previous topic</h4> |
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| 266 | <p class="topless"><a href="DisperseModel.html" |
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| 267 | title="previous chapter">DisperseModel</a></p> |
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| 268 | <h4>Next topic</h4> |
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