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_modules/neurokit2/ecg/ecg_quality.html

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<span class="c1"># Interpolate</span>
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<span class="n">quality</span> <span class="o">=</span> <span class="n">signal_interpolate</span><span class="p">(</span>
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<span class="n">rpeaks</span><span class="p">,</span> <span class="n">quality</span><span class="p">,</span> <span class="n">x_new</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ecg_cleaned</span><span class="p">)),</span> <span class="n">method</span><span class="o">=</span><span class="s2">&quot;quadratic&quot;</span>
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<span class="n">rpeaks</span><span class="p">,</span> <span class="n">quality</span><span class="p">,</span> <span class="n">x_new</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ecg_cleaned</span><span class="p">)),</span> <span class="n">method</span><span class="o">=</span><span class="s2">&quot;previous&quot;</span>
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examples/bio_custom/bio_custom.html

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<img alt="../../_images/c9523b0a2fe5c31727b349ae5750fe7b53be858cbfdda1f3722ef28cc048e1f7.png" src="../../_images/c9523b0a2fe5c31727b349ae5750fe7b53be858cbfdda1f3722ef28cc048e1f7.png" />
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<img alt="../../_images/68bc892347feb47d65e6c1d816ef9eaa8c0d655590f62c12f4691892190897f8.png" src="../../_images/68bc892347feb47d65e6c1d816ef9eaa8c0d655590f62c12f4691892190897f8.png" />
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<img alt="../../_images/74c2d87c314834f39cff77ac5ba4f698b77e08f2a925ca96c05a79198e2bf495.png" src="../../_images/74c2d87c314834f39cff77ac5ba4f698b77e08f2a925ca96c05a79198e2bf495.png" />
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<p>This doesn’t look bad :) <strong>Can you do better?</strong></p>

examples/bio_eventrelated/bio_eventrelated.html

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<p>The output of <a class="reference external" href="https://neuropsychology.github.io/NeuroKit/functions/functions_events.html#events-plot">events_plot()</a> shows the corresponding events in the signal, with the blue dashed line representing a Negative event and red dashed line representing a Neutral event.</p>
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>C:\Users\runneradmin\AppData\Local\Temp\ipykernel_4976\4246861920.py:12: FutureWarning: The behavior of obj[i:j] with a float-dtype index is deprecated. In a future version, this will be treated as positional instead of label-based. For label-based slicing, use obj.loc[i:j] instead
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C:\Users\runneradmin\AppData\Local\Temp\ipykernel_4976\4246861920.py:24: FutureWarning: The behavior of obj[i:j] with a float-dtype index is deprecated. In a future version, this will be treated as positional instead of label-based. For label-based slicing, use obj.loc[i:j] instead
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examples/ecg_generate_12leads/ecg_generate_12leads.html

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examples/ecg_heartbeats/ecg_heartbeats.html

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<p>Once that we know where the R-peaks are located, we can create windows of signal around them (of a length of for instance 1 second, ranging from 400 ms before the R-peak), which we can refer to as <em>epochs</em>.</p>
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<img alt="../../_images/f68b1ae8badaa230c677d8b6a171defbdf7a89a6356a5c280649119322c9c7ed.png" src="../../_images/f68b1ae8badaa230c677d8b6a171defbdf7a89a6356a5c280649119322c9c7ed.png" />
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<img alt="../../_images/050f20ee0743e1e74df056bc43cf7e29be9abab81347b97cb914196ea805c0af.png" src="../../_images/050f20ee0743e1e74df056bc43cf7e29be9abab81347b97cb914196ea805c0af.png" />
523523
</div>
524524
</div>
525525
<p>This create a dictionary of dataframes for each ‘epoch’ (in this case, each heart beat).</p>
@@ -575,36 +575,36 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
575575
<tbody>
576576
<tr>
577577
<th>0</th>
578-
<td>-0.199208</td>
579-
<td>139</td>
578+
<td>-0.211780</td>
579+
<td>135</td>
580580
<td>1</td>
581581
<td>-0.300000</td>
582582
</tr>
583583
<tr>
584584
<th>1</th>
585-
<td>-0.193613</td>
586-
<td>140</td>
585+
<td>-0.206182</td>
586+
<td>136</td>
587587
<td>1</td>
588588
<td>-0.295977</td>
589589
</tr>
590590
<tr>
591591
<th>2</th>
592-
<td>-0.187926</td>
593-
<td>141</td>
592+
<td>-0.200562</td>
593+
<td>137</td>
594594
<td>1</td>
595595
<td>-0.291954</td>
596596
</tr>
597597
<tr>
598598
<th>3</th>
599-
<td>-0.182081</td>
600-
<td>142</td>
599+
<td>-0.194876</td>
600+
<td>138</td>
601601
<td>1</td>
602602
<td>-0.287931</td>
603603
</tr>
604604
<tr>
605605
<th>4</th>
606-
<td>-0.175999</td>
607-
<td>143</td>
606+
<td>-0.189067</td>
607+
<td>139</td>
608608
<td>1</td>
609609
<td>-0.283908</td>
610610
</tr>
@@ -650,10 +650,10 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
650650
<th>17</th>
651651
<th>18</th>
652652
<th>...</th>
653-
<th>31</th>
654653
<th>32</th>
655654
<th>33</th>
656655
<th>34</th>
656+
<th>35</th>
657657
<th>4</th>
658658
<th>5</th>
659659
<th>6</th>
@@ -689,127 +689,127 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
689689
<tbody>
690690
<tr>
691691
<th>-0.300000</th>
692-
<td>-0.199208</td>
693-
<td>-0.128377</td>
694-
<td>-0.129525</td>
695-
<td>-0.139229</td>
696-
<td>-0.129888</td>
697-
<td>-0.131881</td>
698-
<td>-0.130976</td>
699-
<td>-0.139447</td>
700-
<td>-0.138952</td>
701-
<td>-0.130836</td>
692+
<td>-0.211780</td>
693+
<td>-0.139194</td>
694+
<td>-0.130864</td>
695+
<td>-0.136518</td>
696+
<td>-0.140333</td>
697+
<td>-0.139476</td>
698+
<td>-0.132068</td>
699+
<td>-0.133927</td>
700+
<td>-0.136884</td>
701+
<td>-0.138800</td>
702702
<td>...</td>
703-
<td>-0.131562</td>
704-
<td>-0.152707</td>
705-
<td>-0.053897</td>
706-
<td>-0.273898</td>
707-
<td>-0.113680</td>
708-
<td>-0.139894</td>
709-
<td>-0.134306</td>
710-
<td>-0.142873</td>
711-
<td>-0.134914</td>
712-
<td>-0.136157</td>
703+
<td>-0.126825</td>
704+
<td>-0.150537</td>
705+
<td>-0.099231</td>
706+
<td>-0.199724</td>
707+
<td>-0.121202</td>
708+
<td>-0.150639</td>
709+
<td>-0.136116</td>
710+
<td>-0.129960</td>
711+
<td>-0.143432</td>
712+
<td>-0.136868</td>
713713
</tr>
714714
<tr>
715715
<th>-0.295977</th>
716-
<td>-0.193613</td>
717-
<td>-0.127465</td>
718-
<td>-0.128601</td>
719-
<td>-0.138569</td>
720-
<td>-0.129185</td>
721-
<td>-0.131162</td>
722-
<td>-0.129803</td>
723-
<td>-0.138179</td>
724-
<td>-0.137965</td>
725-
<td>-0.130236</td>
716+
<td>-0.206182</td>
717+
<td>-0.137950</td>
718+
<td>-0.129669</td>
719+
<td>-0.135418</td>
720+
<td>-0.139379</td>
721+
<td>-0.139054</td>
722+
<td>-0.131402</td>
723+
<td>-0.133262</td>
724+
<td>-0.136028</td>
725+
<td>-0.138002</td>
726726
<td>...</td>
727-
<td>-0.131041</td>
728-
<td>-0.151701</td>
729-
<td>-0.053160</td>
730-
<td>-0.273432</td>
731-
<td>-0.112118</td>
732-
<td>-0.139197</td>
733-
<td>-0.132963</td>
734-
<td>-0.142050</td>
735-
<td>-0.134162</td>
736-
<td>-0.135380</td>
727+
<td>-0.125963</td>
728+
<td>-0.149092</td>
729+
<td>-0.098558</td>
730+
<td>-0.197615</td>
731+
<td>-0.120082</td>
732+
<td>-0.149837</td>
733+
<td>-0.135740</td>
734+
<td>-0.129015</td>
735+
<td>-0.142262</td>
736+
<td>-0.135981</td>
737737
</tr>
738738
<tr>
739739
<th>-0.291954</th>
740-
<td>-0.187926</td>
741-
<td>-0.126436</td>
742-
<td>-0.127544</td>
743-
<td>-0.137772</td>
744-
<td>-0.128347</td>
745-
<td>-0.130282</td>
746-
<td>-0.128476</td>
747-
<td>-0.136708</td>
748-
<td>-0.136792</td>
749-
<td>-0.129491</td>
740+
<td>-0.200562</td>
741+
<td>-0.136561</td>
742+
<td>-0.128342</td>
743+
<td>-0.134086</td>
744+
<td>-0.138226</td>
745+
<td>-0.138514</td>
746+
<td>-0.130641</td>
747+
<td>-0.132468</td>
748+
<td>-0.135015</td>
749+
<td>-0.137023</td>
750750
<td>...</td>
751-
<td>-0.130466</td>
752-
<td>-0.150573</td>
753-
<td>-0.052267</td>
754-
<td>-0.272740</td>
755-
<td>-0.110391</td>
756-
<td>-0.138258</td>
757-
<td>-0.131470</td>
758-
<td>-0.140981</td>
759-
<td>-0.133278</td>
760-
<td>-0.134454</td>
751+
<td>-0.124925</td>
752+
<td>-0.147433</td>
753+
<td>-0.097765</td>
754+
<td>-0.195335</td>
755+
<td>-0.118787</td>
756+
<td>-0.148906</td>
757+
<td>-0.135233</td>
758+
<td>-0.127967</td>
759+
<td>-0.140871</td>
760+
<td>-0.134897</td>
761761
</tr>
762762
<tr>
763763
<th>-0.287931</th>
764-
<td>-0.182081</td>
765-
<td>-0.125265</td>
766-
<td>-0.126309</td>
767-
<td>-0.136789</td>
768-
<td>-0.127317</td>
769-
<td>-0.129188</td>
770-
<td>-0.126949</td>
771-
<td>-0.134962</td>
772-
<td>-0.135391</td>
773-
<td>-0.128563</td>
764+
<td>-0.194876</td>
765+
<td>-0.134998</td>
766+
<td>-0.126819</td>
767+
<td>-0.132472</td>
768+
<td>-0.136824</td>
769+
<td>-0.137814</td>
770+
<td>-0.129763</td>
771+
<td>-0.131505</td>
772+
<td>-0.133802</td>
773+
<td>-0.135825</td>
774774
<td>...</td>
775-
<td>-0.129817</td>
776-
<td>-0.149288</td>
777-
<td>-0.051189</td>
778-
<td>-0.271776</td>
779-
<td>-0.108468</td>
780-
<td>-0.137022</td>
781-
<td>-0.129783</td>
782-
<td>-0.139605</td>
783-
<td>-0.132217</td>
784-
<td>-0.133336</td>
775+
<td>-0.123643</td>
776+
<td>-0.145509</td>
777+
<td>-0.096822</td>
778+
<td>-0.192858</td>
779+
<td>-0.117276</td>
780+
<td>-0.147819</td>
781+
<td>-0.134570</td>
782+
<td>-0.126770</td>
783+
<td>-0.139194</td>
784+
<td>-0.133557</td>
785785
</tr>
786786
<tr>
787787
<th>-0.283908</th>
788-
<td>-0.175999</td>
789-
<td>-0.123922</td>
790-
<td>-0.124835</td>
791-
<td>-0.135555</td>
792-
<td>-0.126029</td>
793-
<td>-0.127821</td>
794-
<td>-0.125160</td>
795-
<td>-0.132852</td>
796-
<td>-0.133703</td>
797-
<td>-0.127417</td>
788+
<td>-0.189067</td>
789+
<td>-0.133216</td>
790+
<td>-0.125015</td>
791+
<td>-0.130505</td>
792+
<td>-0.135119</td>
793+
<td>-0.136903</td>
794+
<td>-0.128742</td>
795+
<td>-0.130320</td>
796+
<td>-0.132327</td>
797+
<td>-0.134369</td>
798798
<td>...</td>
799-
<td>-0.129056</td>
800-
<td>-0.147808</td>
801-
<td>-0.049880</td>
802-
<td>-0.270480</td>
803-
<td>-0.106303</td>
804-
<td>-0.135429</td>
805-
<td>-0.127836</td>
806-
<td>-0.137851</td>
807-
<td>-0.130920</td>
808-
<td>-0.131971</td>
799+
<td>-0.122039</td>
800+
<td>-0.143273</td>
801+
<td>-0.095679</td>
802+
<td>-0.190155</td>
803+
<td>-0.115489</td>
804+
<td>-0.146549</td>
805+
<td>-0.133717</td>
806+
<td>-0.125359</td>
807+
<td>-0.137146</td>
808+
<td>-0.131897</td>
809809
</tr>
810810
</tbody>
811811
</table>
812-
<p>5 rows × 34 columns</p>
812+
<p>5 rows × 35 columns</p>
813813
</div></div></div>
814814
</div>
815815
<div class="cell docutils container">
@@ -833,7 +833,7 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
833833
</div>
834834
</div>
835835
<div class="cell_output docutils container">
836-
<img alt="../../_images/6739e976dd9f4e46bb439ceef2d025c6439450ab583c86d95a55bb1d69e7dfcc.png" src="../../_images/6739e976dd9f4e46bb439ceef2d025c6439450ab583c86d95a55bb1d69e7dfcc.png" />
836+
<img alt="../../_images/2c441ce5f7e6cd3683cbd0b3576b5332239453c544df6dd314672315fd1073c0.png" src="../../_images/2c441ce5f7e6cd3683cbd0b3576b5332239453c544df6dd314672315fd1073c0.png" />
837837
</div>
838838
</div>
839839
</section>

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