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6 changes: 3 additions & 3 deletions examples/bio_custom/bio_custom.html
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Expand Up @@ -473,7 +473,7 @@ <h2>The Default NeuroKit processing pipeline<a class="headerlink" href="#the-def
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/5dc7e06114bbec9d6df9b907e3a699be4c9987887536bf6136b67cabb1ef16a1.png" src="../../_images/5dc7e06114bbec9d6df9b907e3a699be4c9987887536bf6136b67cabb1ef16a1.png" />
<img alt="../../_images/0cc77df558cdacaf436b4417bcbd6c1fd065e05c8da504a9891e50ff28074497.png" src="../../_images/0cc77df558cdacaf436b4417bcbd6c1fd065e05c8da504a9891e50ff28074497.png" />
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</section>
Expand Down Expand Up @@ -521,7 +521,7 @@ <h2>Building your own <code class="docutils literal notranslate"><span class="pr
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/8d98ff19879bcbd474ce2bc51aac2f75a3130a315d6b67edbcec7315791d15a9.png" src="../../_images/8d98ff19879bcbd474ce2bc51aac2f75a3130a315d6b67edbcec7315791d15a9.png" />
<img alt="../../_images/27441eafad79d3ce95b8840e81f0fdd79ba8877593f4f7f05e78b8742c13c1d2.png" src="../../_images/27441eafad79d3ce95b8840e81f0fdd79ba8877593f4f7f05e78b8742c13c1d2.png" />
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</div>
</section>
Expand Down Expand Up @@ -613,7 +613,7 @@ <h2>Customize even more!<a class="headerlink" href="#customize-even-more" title=
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/cd1c02501de1356b6b0f76b2c67fccae203e0d4b7da31979c33efd96df74515a.png" src="../../_images/cd1c02501de1356b6b0f76b2c67fccae203e0d4b7da31979c33efd96df74515a.png" />
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<p>This doesn’t look bad :) <strong>Can you do better?</strong></p>
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6 changes: 3 additions & 3 deletions examples/bio_eventrelated/bio_eventrelated.html
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Expand Up @@ -624,11 +624,11 @@ <h2>Manually Extract Event Related Features<a class="headerlink" href="#manually
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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_7016\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
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>C:\Users\runneradmin\AppData\Local\Temp\ipykernel_3204\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
ecg_mean = epoch[&quot;ECG_Rate&quot;][0:4].mean() # Mean heart rate in the 0-4 seconds
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_7016\4246861920.py:18: 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
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_3204\4246861920.py:18: 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
rsp_rate = epoch[&quot;RSP_Rate&quot;][0:6].mean() # Longer window for RSP that has a slower dynamic
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_7016\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
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_3204\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
scr_max = epoch[&quot;SCR_Amplitude&quot;][0:6].max() # Maximum SCR peak
</pre></div>
</div>
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4 changes: 2 additions & 2 deletions examples/ecg_generate_12leads/ecg_generate_12leads.html
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Expand Up @@ -464,7 +464,7 @@ <h2>Normal Multi-lead ECG<a class="headerlink" href="#normal-multi-lead-ecg" tit
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/f2dc86d62bff1c709042784742ad1fabd232919eac535512a6e012c017c54067.png" src="../../_images/f2dc86d62bff1c709042784742ad1fabd232919eac535512a6e012c017c54067.png" />
<img alt="../../_images/a8f21ad8004bb87537974d4e1979634d596a85688c88a03c162d811c9a6ee5cd.png" src="../../_images/a8f21ad8004bb87537974d4e1979634d596a85688c88a03c162d811c9a6ee5cd.png" />
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</div>
</section>
Expand Down Expand Up @@ -496,7 +496,7 @@ <h2>Abnormal Multi-lead ECG<a class="headerlink" href="#abnormal-multi-lead-ecg"
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/93ab51f240020ac65b376274467bb7183880779f70ea35463692670258d58827.png" src="../../_images/93ab51f240020ac65b376274467bb7183880779f70ea35463692670258d58827.png" />
<img alt="../../_images/bb2c3657a55323da4769b5192f6756ebbbe5e76d1cd8f713f6e9266b460529f4.png" src="../../_images/bb2c3657a55323da4769b5192f6756ebbbe5e76d1cd8f713f6e9266b460529f4.png" />
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</section>
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226 changes: 113 additions & 113 deletions examples/ecg_heartbeats/ecg_heartbeats.html
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Expand Up @@ -503,7 +503,7 @@ <h2>Extract R-peaks location<a class="headerlink" href="#extract-r-peaks-locatio
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/dac4ce3bfda1a2653871e601b983625febb2aac91df04c0a959cc7ccfb842178.png" src="../../_images/dac4ce3bfda1a2653871e601b983625febb2aac91df04c0a959cc7ccfb842178.png" />
<img alt="../../_images/f3b07e768f414ca0dc803cfa59933aab6b146771d3c1b218183b407b640d59bb.png" src="../../_images/f3b07e768f414ca0dc803cfa59933aab6b146771d3c1b218183b407b640d59bb.png" />
</div>
</div>
<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>
Expand All @@ -519,7 +519,7 @@ <h2>Segment the signal around the heart beats<a class="headerlink" href="#segmen
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/a129492ef1729f716832d79c5368994869e9f18f3043a634619fc0199f7abbf6.png" src="../../_images/a129492ef1729f716832d79c5368994869e9f18f3043a634619fc0199f7abbf6.png" />
<img alt="../../_images/65d079a7290810d7a2afd84e089681a6ea5e015db36e1acb0eea55bd4d53ab42.png" src="../../_images/65d079a7290810d7a2afd84e089681a6ea5e015db36e1acb0eea55bd4d53ab42.png" />
</div>
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<p>This create a dictionary of dataframes for each ‘epoch’ (in this case, each heart beat).</p>
Expand Down Expand Up @@ -575,36 +575,36 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
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Expand Down Expand Up @@ -689,123 +689,123 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
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<td>-0.127730</td>
<td>...</td>
<td>-0.126230</td>
<td>-0.159100</td>
<td>-0.046461</td>
<td>-0.301575</td>
<td>-0.104282</td>
<td>-0.140975</td>
<td>-0.131945</td>
<td>-0.135816</td>
<td>-0.124434</td>
<td>-0.137692</td>
<td>-0.142562</td>
<td>-0.150390</td>
<td>-0.105400</td>
<td>-0.160929</td>
<td>-0.115632</td>
<td>-0.137693</td>
<td>-0.134946</td>
<td>-0.140892</td>
<td>-0.124716</td>
<td>-0.125850</td>
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<tr>
<th>-0.295977</th>
<td>-0.191305</td>
<td>-0.130450</td>
<td>-0.134841</td>
<td>-0.138638</td>
<td>-0.120089</td>
<td>-0.129196</td>
<td>-0.133418</td>
<td>-0.131642</td>
<td>-0.136663</td>
<td>-0.122921</td>
<td>-0.177496</td>
<td>-0.124710</td>
<td>-0.138538</td>
<td>-0.135326</td>
<td>-0.130347</td>
<td>-0.134223</td>
<td>-0.138446</td>
<td>-0.136803</td>
<td>-0.138062</td>
<td>-0.126796</td>
<td>...</td>
<td>-0.125447</td>
<td>-0.157837</td>
<td>-0.045529</td>
<td>-0.301212</td>
<td>-0.103379</td>
<td>-0.139987</td>
<td>-0.130715</td>
<td>-0.135049</td>
<td>-0.123680</td>
<td>-0.136686</td>
<td>-0.142003</td>
<td>-0.149505</td>
<td>-0.104664</td>
<td>-0.160608</td>
<td>-0.115242</td>
<td>-0.137008</td>
<td>-0.133809</td>
<td>-0.140161</td>
<td>-0.124357</td>
<td>-0.124489</td>
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<tr>
<th>-0.291954</th>
<td>-0.186053</td>
<td>-0.129179</td>
<td>-0.133899</td>
<td>-0.138157</td>
<td>-0.118987</td>
<td>-0.127893</td>
<td>-0.132185</td>
<td>-0.131156</td>
<td>-0.135646</td>
<td>-0.121851</td>
<td>-0.171738</td>
<td>-0.123143</td>
<td>-0.137153</td>
<td>-0.133762</td>
<td>-0.129574</td>
<td>-0.133094</td>
<td>-0.137074</td>
<td>-0.136235</td>
<td>-0.137085</td>
<td>-0.125778</td>
<td>...</td>
<td>-0.124580</td>
<td>-0.156396</td>
<td>-0.044455</td>
<td>-0.300620</td>
<td>-0.102355</td>
<td>-0.138774</td>
<td>-0.129280</td>
<td>-0.134136</td>
<td>-0.122826</td>
<td>-0.135492</td>
<td>-0.141296</td>
<td>-0.148513</td>
<td>-0.103839</td>
<td>-0.160162</td>
<td>-0.114708</td>
<td>-0.136190</td>
<td>-0.132497</td>
<td>-0.139270</td>
<td>-0.123932</td>
<td>-0.123015</td>
</tr>
<tr>
<th>-0.287931</th>
<td>-0.180671</td>
<td>-0.127653</td>
<td>-0.132778</td>
<td>-0.137537</td>
<td>-0.117781</td>
<td>-0.126306</td>
<td>-0.130733</td>
<td>-0.130465</td>
<td>-0.134483</td>
<td>-0.120637</td>
<td>-0.165828</td>
<td>-0.121263</td>
<td>-0.135443</td>
<td>-0.132028</td>
<td>-0.128649</td>
<td>-0.131736</td>
<td>-0.135464</td>
<td>-0.135481</td>
<td>-0.135954</td>
<td>-0.124624</td>
<td>...</td>
<td>-0.123595</td>
<td>-0.154744</td>
<td>-0.043211</td>
<td>-0.299742</td>
<td>-0.101162</td>
<td>-0.137288</td>
<td>-0.127592</td>
<td>-0.133029</td>
<td>-0.121839</td>
<td>-0.134035</td>
<td>-0.140409</td>
<td>-0.147351</td>
<td>-0.102874</td>
<td>-0.159549</td>
<td>-0.114004</td>
<td>-0.135221</td>
<td>-0.130969</td>
<td>-0.138167</td>
<td>-0.123412</td>
<td>-0.121389</td>
</tr>
<tr>
<th>-0.283908</th>
<td>-0.175084</td>
<td>-0.125823</td>
<td>-0.131419</td>
<td>-0.136749</td>
<td>-0.116442</td>
<td>-0.124381</td>
<td>-0.128990</td>
<td>-0.129496</td>
<td>-0.133137</td>
<td>-0.119238</td>
<td>-0.159691</td>
<td>-0.119012</td>
<td>-0.133306</td>
<td>-0.130059</td>
<td>-0.127532</td>
<td>-0.130100</td>
<td>-0.133540</td>
<td>-0.134485</td>
<td>-0.134648</td>
<td>-0.123269</td>
<td>...</td>
<td>-0.122447</td>
<td>-0.152833</td>
<td>-0.041757</td>
<td>-0.298507</td>
<td>-0.099742</td>
<td>-0.135473</td>
<td>-0.125589</td>
<td>-0.131653</td>
<td>-0.120673</td>
<td>-0.132232</td>
<td>-0.139297</td>
<td>-0.145940</td>
<td>-0.101705</td>
<td>-0.158716</td>
<td>-0.113097</td>
<td>-0.134073</td>
<td>-0.129166</td>
<td>-0.136784</td>
<td>-0.122761</td>
<td>-0.119566</td>
</tr>
</tbody>
</table>
Expand Down Expand Up @@ -833,7 +833,7 @@ <h3>Custom colors and legend<a class="headerlink" href="#custom-colors-and-legen
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/dac8040374ab9679e59b218f05f574a5981d4f6d7d08b643231f57303a8a302b.png" src="../../_images/dac8040374ab9679e59b218f05f574a5981d4f6d7d08b643231f57303a8a302b.png" />
<img alt="../../_images/97fd63250e6a6cc4b9279d4485fff4765656b62280e58f06c8e49d185ddcfe4b.png" src="../../_images/97fd63250e6a6cc4b9279d4485fff4765656b62280e58f06c8e49d185ddcfe4b.png" />
</div>
</div>
</section>
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6 changes: 3 additions & 3 deletions examples/eda_peaks/eda_peaks.html
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Expand Up @@ -497,7 +497,7 @@ <h2>Locate Skin Conductance Response (SCR) features<a class="headerlink" href="#
</div>
</div>
<div class="cell_output docutils container">
<img alt="../../_images/c752eda435caa5d030f1f7262948631c1a0146650b1fd358301cc131c0a03c5a.png" src="../../_images/c752eda435caa5d030f1f7262948631c1a0146650b1fd358301cc131c0a03c5a.png" />
<img alt="../../_images/9c2e4742d9a5beea1cdf4ab75834fc7874c48936d0515fe39694bd61a0bf6e8e.png" src="../../_images/9c2e4742d9a5beea1cdf4ab75834fc7874c48936d0515fe39694bd61a0bf6e8e.png" />
</div>
</div>
</section>
Expand Down Expand Up @@ -526,7 +526,7 @@ <h2>Decompose EDA into Phasic and Tonic components<a class="headerlink" href="#d
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: &gt;
</pre></div>
</div>
<img alt="../../_images/a246b92fc01a5a195a5f7d2098e395f6a0fa5faab0bb18ef900b64f87fff7433.png" src="../../_images/a246b92fc01a5a195a5f7d2098e395f6a0fa5faab0bb18ef900b64f87fff7433.png" />
<img alt="../../_images/a826b85c65b90869daa4f26cf6842b4939cd02b69639495fa8048eb3820a7466.png" src="../../_images/a826b85c65b90869daa4f26cf6842b4939cd02b69639495fa8048eb3820a7466.png" />
</div>
</div>
</section>
Expand All @@ -545,7 +545,7 @@ <h2>Quick Plot<a class="headerlink" href="#quick-plot" title="Link to this headi
warn(
</pre></div>
</div>
<img alt="../../_images/de1cb415a4a1a4a296cb90c2220aafcab6dca992d2099e5ea5e7309bf1b879f1.png" src="../../_images/de1cb415a4a1a4a296cb90c2220aafcab6dca992d2099e5ea5e7309bf1b879f1.png" />
<img alt="../../_images/07593357db29af9a274104375a44f636ad19b4591485df8a2086c889598ef856.png" src="../../_images/07593357db29af9a274104375a44f636ad19b4591485df8a2086c889598ef856.png" />
</div>
</div>
</section>
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4 changes: 2 additions & 2 deletions examples/eeg_complexity/eeg_complexity.html
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Expand Up @@ -754,9 +754,9 @@ <h3>Compute complexity indices per epoch<a class="headerlink" href="#compute-com
</div>
</div>
<div class="cell_output docutils container">
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>C:\Users\runneradmin\AppData\Local\Temp\ipykernel_1524\1026332364.py:11: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>C:\Users\runneradmin\AppData\Local\Temp\ipykernel_3732\1026332364.py:11: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
df.groupby([&quot;condition&quot;, &quot;epoch&quot;], as_index=False).apply(get_sdvden),
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_1524\1026332364.py:12: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
C:\Users\runneradmin\AppData\Local\Temp\ipykernel_3732\1026332364.py:12: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
df.groupby([&quot;condition&quot;, &quot;epoch&quot;], as_index=False).apply(get_hjorth)
</pre></div>
</div>
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