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📁 用java实现的神经网络bp的核心算法
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<?xml version="1.0" encoding="UTF-8" ?><Form version="1.3" maxVersion="1.3" type="org.netbeans.modules.form.forminfo.JFrameFormInfo">  <NonVisualComponents>    <Container class="javax.swing.JDialog" name="MSG_dialog">      <Properties>        <Property name="defaultCloseOperation" type="int" value="2"/>        <Property name="title" type="java.lang.String" value="Need parameters."/>        <Property name="modal" type="boolean" value="true"/>      </Properties>      <AccessibilityProperties>        <Property name="AccessibleContext.accessibleParent" type="javax.accessibility.Accessible" editor="org.netbeans.modules.form.RADVisualComponent$AccessibleParentEditor">          <ComponentRef name="default"/>        </Property>      </AccessibilityProperties>      <Layout>        <DimensionLayout dim="0">          <Group type="103" groupAlignment="0" attributes="0">              <Component id="jPanel1" alignment="0" min="-2" max="-2" attributes="0"/>              <Group type="102" alignment="0" attributes="0">                  <EmptySpace min="-2" pref="119" max="-2" attributes="0"/>                  <Component id="jButton1" min="-2" pref="79" max="-2" attributes="0"/>              </Group>          </Group>        </DimensionLayout>        <DimensionLayout dim="1">          <Group type="103" groupAlignment="0" attributes="0">              <Group type="102" attributes="0">                  <Component id="jPanel1" min="-2" max="-2" attributes="0"/>                  <EmptySpace max="-2" attributes="0"/>                  <Component id="jButton1" min="-2" max="-2" attributes="0"/>                  <EmptySpace min="-2" pref="15" max="-2" attributes="0"/>              </Group>          </Group>        </DimensionLayout>      </Layout>      <SubComponents>        <Component class="javax.swing.JButton" name="jButton1">          <Properties>            <Property name="text" type="java.lang.String" value="OK"/>          </Properties>          <Events>            <EventHandler event="actionPerformed" listener="java.awt.event.ActionListener" parameters="java.awt.event.ActionEvent" handler="jButton1ActionPerformed"/>          </Events>        </Component>        <Container class="javax.swing.JPanel" name="jPanel1">          <Layout>            <DimensionLayout dim="0">              <Group type="103" groupAlignment="0" attributes="0">                  <Group type="102" alignment="0" attributes="0">                      <EmptySpace min="-2" pref="18" max="-2" attributes="0"/>                      <Component id="MSG_lab" min="-2" max="-2" attributes="0"/>                      <EmptySpace pref="28" max="32767" attributes="0"/>                  </Group>              </Group>            </DimensionLayout>            <DimensionLayout dim="1">              <Group type="103" groupAlignment="0" attributes="0">                  <Group type="102" alignment="0" attributes="0">                      <EmptySpace min="-2" pref="21" max="-2" attributes="0"/>                      <Component id="MSG_lab" min="-2" max="-2" attributes="0"/>                      <EmptySpace pref="22" max="32767" attributes="0"/>                  </Group>              </Group>            </DimensionLayout>          </Layout>          <SubComponents>            <Component class="javax.swing.JLabel" name="MSG_lab">              <Properties>                <Property name="font" type="java.awt.Font" editor="org.netbeans.beaninfo.editors.FontEditor">                  <Font name="&#x5b8b;&#x4f53;" size="14" style="1"/>                </Property>                <Property name="text" type="java.lang.String" value="1.Need to specify neural net file."/>              </Properties>            </Component>          </SubComponents>        </Container>      </SubComponents>    </Container>    <Container class="javax.swing.JDialog" name="Diagram_Dialog">      <Properties>        <Property name="modal" type="boolean" value="true"/>      </Properties>      <AccessibilityProperties>        <Property name="AccessibleContext.accessibleParent" type="javax.accessibility.Accessible" editor="org.netbeans.modules.form.RADVisualComponent$AccessibleParentEditor">          <ComponentRef name="default"/>        </Property>      </AccessibilityProperties>      <Layout class="org.netbeans.modules.form.compat2.layouts.DesignBorderLayout"/>      <SubComponents>        <Component class="javax.swing.JButton" name="jButton2">          <Properties>            <Property name="text" type="java.lang.String" value="Stop &amp; Output"/>          </Properties>          <Events>            <EventHandler event="actionPerformed" listener="java.awt.event.ActionListener" parameters="java.awt.event.ActionEvent" handler="jButton2ActionPerformed"/>          </Events>          <Constraints>            <Constraint layoutClass="org.netbeans.modules.form.compat2.layouts.DesignBorderLayout" value="org.netbeans.modules.form.compat2.layouts.DesignBorderLayout$BorderConstraintsDescription">              <BorderConstraints direction="South"/>            </Constraint>          </Constraints>        </Component>      </SubComponents>    </Container>  </NonVisualComponents>  <Properties>    <Property name="defaultCloseOperation" type="int" value="3"/>    <Property name="title" type="java.lang.String" value="NN Compressor"/>    <Property name="resizable" type="boolean" value="false"/>  </Properties>  <SyntheticProperties>    <SyntheticProperty name="formSizePolicy" type="int" value="1"/>  </SyntheticProperties>  <AuxValues>    <AuxValue name="FormSettings_autoResourcing" type="java.lang.Integer" value="0"/>    <AuxValue name="FormSettings_generateMnemonicsCode" type="java.lang.Boolean" value="false"/>    <AuxValue name="FormSettings_i18nAutoMode" type="java.lang.Boolean" value="false"/>    <AuxValue name="FormSettings_layoutCodeTarget" type="java.lang.Integer" value="1"/>    <AuxValue name="FormSettings_listenerGenerationStyle" type="java.lang.Integer" value="0"/>    <AuxValue name="FormSettings_variablesLocal" type="java.lang.Boolean" value="false"/>    <AuxValue name="FormSettings_variablesModifier" type="java.lang.Integer" value="2"/>  </AuxValues>  <Layout>    <DimensionLayout dim="0">      <Group type="103" groupAlignment="0" attributes="0">          <Component id="jPanel2" min="-2" max="-2" attributes="1"/>          <Component id="jPanel4" alignment="0" min="-2" max="-2" attributes="1"/>          <Component id="jPanel3" alignment="0" min="-2" max="-2" attributes="1"/>          <Group type="102" alignment="0" attributes="0">              <EmptySpace min="-2" pref="115" max="-2" attributes="0"/>              <Component id="start_bt" min="-2" max="-2" attributes="0"/>          </Group>      </Group>    </DimensionLayout>    <DimensionLayout dim="1">      <Group type="103" groupAlignment="0" attributes="0">          <Group type="102" attributes="0">              <Component id="jPanel2" min="-2" max="-2" attributes="0"/>              <EmptySpace max="-2" attributes="0"/>              <Component id="jPanel4" min="-2" pref="81" max="-2" attributes="0"/>              <EmptySpace max="-2" attributes="0"/>              <Component id="jPanel3" min="-2" max="-2" attributes="0"/>              <EmptySpace max="-2" attributes="0"/>              <Component id="start_bt" min="-2" max="-2" attributes="0"/>              <EmptySpace max="32767" attributes="0"/>          </Group>      </Group>    </DimensionLayout>  </Layout>  <SubComponents>    <Container class="javax.swing.JPanel" name="jPanel2">      <Properties>        <Property name="border" type="javax.swing.border.Border" editor="org.netbeans.modules.form.editors2.BorderEditor">          <Border info="org.netbeans.modules.form.compat2.border.TitledBorderInfo">            <TitledBorder title="Choose Trained Neural Net"/>          </Border>        </Property>      </Properties>      <Layout>        <DimensionLayout dim="0">          <Group type="103" groupAlignment="0" attributes="0">              <Group type="102" alignment="1" attributes="0">                  <Component id="neural_tf" min="-2" pref="246" max="-2" attributes="1"/>                  <EmptySpace max="-2" attributes="0"/>                  <Component id="chooseNet_bt" min="-2" max="-2" attributes="0"/>              </Group>          </Group>        </DimensionLayout>        <DimensionLayout dim="1">          <Group type="103" groupAlignment="0" attributes="0">              <Group type="103" alignment="0" groupAlignment="3" attributes="0">                  <Component id="neural_tf" alignment="3" min="-2" max="-2" attributes="0"/>                  <Component id="chooseNet_bt" alignment="3" min="-2" max="-2" attributes="0"/>              </Group>          </Group>

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