Hi Swaroop<div id="yMail_cursorElementTracker_1480554469057">Do you mean like this:</div><div id="yMail_cursorElementTracker_1480554478416"><br><blockquote class="gmail_quote" style="overflow-wrap: break-word; margin: 0px 0px 0px 0.8ex; font-family: sans-serif; border-left: 1px solid rgb(204, 204, 204); padding-left: 1ex;"><div class="HOEnZb" style="overflow-wrap: break-word;"><div class="h5" style="overflow-wrap: break-word;"><div style="overflow-wrap: break-word; background-color: rgb(255, 255, 255); font-family: arial, helvetica, sans-serif; font-size: 16px;"><div class="m_-2436809628804325332yahoo_quoted" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5937" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5936" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5935" style="overflow-wrap: break-word; font-family: HelveticaNeue, "Helvetica Neue", Helvetica, Arial, "Lucida Grande", sans-serif;"><div class="m_-2436809628804325332y_msg_container" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5948" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yiv6131933817" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5947" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5946" style="overflow-wrap: break-word; font-family: arial, helvetica, sans-serif;"><div dir="ltr" id="yMail_cursorElementTracker_1480554104801" style="overflow-wrap: break-word;">Scenario-3-:</div><div dir="ltr" id="yMail_cursorElementTracker_1480554115376" style="overflow-wrap: break-word;">new_ds_task=[ds_task[2], ds_task[0], ds_task[1], ds_task[3], ds_task[4], ds_task[5], ds_task[6], ds_task[7], ds_task[8], ds_task[9]]</div><div dir="ltr" id="yMail_cursorElementTracker_1480554116338" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554110544" style="overflow-wrap: break-word;">new_ds_h=[ds_h[2], ds_h[0], ds_h[1], ds_h[3], ds_h[4], ds_h[5], ds_h[6], ds_h[7], ds_h[8], ds_h[9]]</div><div dir="ltr" id="yMail_cursorElementTracker_1480554111696" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554310750" style="overflow-wrap: break-word;">hyper=Hyperalignment()</div></div></div></div></div></div></div></div></div></div></div></blockquote><blockquote class="gmail_quote" style="overflow-wrap: break-word; margin: 0px 0px 0px 0.8ex; font-family: sans-serif; border-left: 1px solid rgb(204, 204, 204); padding-left: 1ex;"><div class="HOEnZb" style="overflow-wrap: break-word;"><div class="h5" style="overflow-wrap: break-word;"><div style="overflow-wrap: break-word; background-color: rgb(255, 255, 255); font-family: arial, helvetica, sans-serif; font-size: 16px;"><div class="m_-2436809628804325332yahoo_quoted" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5937" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5936" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5935" style="overflow-wrap: break-word; font-family: HelveticaNeue, "Helvetica Neue", Helvetica, Arial, "Lucida Grande", sans-serif;"><div class="m_-2436809628804325332y_msg_container" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5948" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yiv6131933817" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5947" style="overflow-wrap: break-word;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5946" style="overflow-wrap: break-word; font-family: arial, helvetica, sans-serif;"><div dir="ltr" id="yMail_cursorElementTracker_1480554099837" style="overflow-wrap: break-word;">hypermaps=hyper(new_ds_h)</div><div dir="ltr" id="yMail_cursorElementTracker_1480554321740" style="overflow-wrap: break-word;">ds_hyper = [ hypmaps[i].forward(d_all) for i, d_all in enumerate(new_ds_task)]<br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554101788" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554370413" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554370525" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554370687" style="overflow-wrap: break-word;">Same result as scenario 2, still different than scenario 1!.</div><div dir="ltr" id="yMail_cursorElementTracker_1480554101947" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554102075" style="overflow-wrap: break-word;"><br></div><div dir="ltr" id="yMail_cursorElementTracker_1480554102203" style="overflow-wrap: break-word;"><br></div></div></div></div></div></div></div></div></div></div></div></blockquote><div id="ymail_android_signature"><a href="https://overview.mail.yahoo.com/mobile/?.src=Android">Sent from Yahoo Mail on Android</a></div> <br> <blockquote style="margin: 0 0 20px 0;"> <header style="font-family:Roboto, sans-serif; color:#6D00F6;"> <div>On Thu, 1 Dec, 2016 at 12:55 am, Swaroop Guntupalli</div><div><swaroopgj@gmail.com> wrote:</div> </header> <div style="padding: 10px 0 0 20px; margin: 10px 0 0 0; border-left: 1px solid #6D00F6;"> <div dir="ltr"><div class="gmail_extra"><div class="gmail_quote"><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex;"><div class="HOEnZb"><div class="h5"><div style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div class="m_-2436809628804325332qtdSeparateBR"><br clear="none"></div><div class="m_-2436809628804325332yahoo_quoted" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5937" style="display:block;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5936" style="font-family:arial, helvetica, sans-serif;font-size:16px;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5935" style="font-family:HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, Sans-Serif;font-size:16px;"><div class="m_-2436809628804325332y_msg_container" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5948"><div id="m_-2436809628804325332yiv6131933817"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5947"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5946" style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">I had 10 subjects whose Hyperalignment data are stored in (ds_h) and task data in (ds_task) which I am classifying</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187"><br clear="none"></div><div id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">Scenario-1-:</div><div id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187"><br clear="none"></div><div id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">hyper=Hyperalignment(ref_ds=2)</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">hypermaps=hyper(ds_h)</div><div dir="ltr" id="yMail_cursorElementTracker_1480554343385">ds_hyper = [ hypmaps[i].forward(d_all) for i, d_all in enumerate(ds_task)]</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">..........Then continue with classification</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187"><br clear="none"></div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187"><br clear="none"></div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">Scenario-2-:</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">new_ds_h=[ds_h[2], ds_h[0], ds_h[1], ds_h[3], ds_h[4], ds_h[5], ds_h[6], ds_h[7], ds_h[8], ds_h[9]]</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">hyper=Hyperalignment()</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">hyper.train(new_ds_h)<span style="font-family:arial, sans-serif;font-size:small;color:rgb(34,34,34);"> </span></div></div></div></div></div></div></div></div></div></div></div></blockquote><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex;"><div class="HOEnZb"><div class="h5"><div style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div class="m_-2436809628804325332yahoo_quoted" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5937" style="display:block;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5936" style="font-family:arial, helvetica, sans-serif;font-size:16px;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5935" style="font-family:HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, Sans-Serif;font-size:16px;"><div class="m_-2436809628804325332y_msg_container" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5948"><div id="m_-2436809628804325332yiv6131933817"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5947"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5946" style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12187">hypermaps=hyper(ds_h)</div></div></div></div></div></div></div></div></div></div></div></blockquote><div><br clear="none"></div><div>Can you combine the above lines into one call and re-order the mappers and see how it behaves?</div><div class="yQTDBase yqt5994981654" id="yqtfd78368"><div><br clear="none"></div><div> </div></div><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex;"><div class="HOEnZb"><div class="h5"><div style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div class="m_-2436809628804325332yahoo_quoted" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5937" style="display:block;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5936" style="font-family:arial, helvetica, sans-serif;font-size:16px;"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5935" style="font-family:HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, Sans-Serif;font-size:16px;"><div class="m_-2436809628804325332y_msg_container" id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5948"><div class="yQTDBase yqt5994981654" id="yqtfd15015"><div id="m_-2436809628804325332yiv6131933817"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5947"><div id="m_-2436809628804325332yui_3_16_0_ym19_1_1480546394726_5946" style="color:#000;background-color:#fff;font-family:arial, helvetica, sans-serif;font-size:16px;"><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12566">ds_hyper = [ hypmaps[i].forward(d_all) for i, d_all in enumerate(ds_task)]</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12567">..........Then continue with classification</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12568"><br clear="none" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12569"></div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12568"><br clear="none"></div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12568">Sincerely</div><div dir="ltr" id="m_-2436809628804325332yiv6131933817yui_3_16_0_ym19_1_1480544289680_12568">Salim</div></div></div></div></div><br clear="none"><br clear="none"></div>  </div> </div>  </div></div></div></div><br clear="none">______________________________ _________________<br clear="none">
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