https://wiki.cs.hse.ru/index.php?action=history&feed=atom&title=RecSys_2022_2023 2026-09-23T01:22:06Z История изменений этой страницы в вики MediaWiki 1.43.9 https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73498&oldid=prev 2022-10-21T16:54:16Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 16:54, 21 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l40">Строка 40:</td> <td colspan="2" class="diff-lineno">Строка 40:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; || AE, VAE for RecSys || || [https://docs.google.com/forms/d/e/1FAIpQLSftfE8Vs6ofNzT3wDMg9KfzarC_xPosmfElErrRHysT_VdMHg/viewform Quiz 5]  || || 27.10.22 23:59</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; || AE, VAE for RecSys || || [https://docs.google.com/forms/d/e/1FAIpQLSftfE8Vs6ofNzT3wDMg9KfzarC_xPosmfElErrRHysT_VdMHg/viewform Quiz 5]  || || 27.10.22 23:59</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || Graph-based approaches || || [https://docs.google.com/forms/d/e/1FAIpQLSf28ysBFvJAd08xwxUjPnMS09nWTpnhlcjK2jIWdUV4dtA1cw/viewform Quiz 6] || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || Graph-based approaches || || [https://docs.google.com/forms/d/e/1FAIpQLSf28ysBFvJAd08xwxUjPnMS09nWTpnhlcjK2jIWdUV4dtA1cw/viewform Quiz 6] || || <ins style="font-weight: bold; text-decoration: none;">27.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' || Explainable RecSys|||| || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' || Explainable RecSys|||| <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSctRzVAX4amCsSPaA0fGmizx7Yfj_wRH6htHrGDLOzeK9ZV6g/viewform Quiz 7] </ins>|| || <ins style="font-weight: bold; text-decoration: none;">27.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;8&#039;&#039;&#039; || Your First RecSys Service || || || ||</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;8&#039;&#039;&#039; || Your First RecSys Service || || || ||</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73497&oldid=prev 2022-10-21T16:18:26Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 16:18, 21 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l40">Строка 40:</td> <td colspan="2" class="diff-lineno">Строка 40:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; || AE, VAE for RecSys || || [https://docs.google.com/forms/d/e/1FAIpQLSftfE8Vs6ofNzT3wDMg9KfzarC_xPosmfElErrRHysT_VdMHg/viewform Quiz 5]  || || 27.10.22 23:59</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; || AE, VAE for RecSys || || [https://docs.google.com/forms/d/e/1FAIpQLSftfE8Vs6ofNzT3wDMg9KfzarC_xPosmfElErrRHysT_VdMHg/viewform Quiz 5]  || || 27.10.22 23:59</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || Graph-based approaches || || <del style="font-weight: bold; text-decoration: none;">  </del>|| ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || Graph-based approaches || || <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSf28ysBFvJAd08xwxUjPnMS09nWTpnhlcjK2jIWdUV4dtA1cw/viewform Quiz 6] </ins>|| ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;7&#039;&#039;&#039; || Explainable RecSys|||| || ||</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;7&#039;&#039;&#039; || Explainable RecSys|||| || ||</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73495&oldid=prev 2022-10-21T15:19:42Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 15:19, 21 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l36">Строка 36:</td> <td colspan="2" class="diff-lineno">Строка 36:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;3&#039;&#039;&#039; || Content based, Hybrid methods || [https://github.com/anamarina/RecSys_course/tree/2022/week3 Семинары 5, 6] || [https://docs.google.com/forms/d/e/1FAIpQLSdZNFcu2CEWCh2m_-PJdeSYIIoWnYl-inKFKfXYKcipr7-OoQ/viewform Quiz 3]|| [https://github.com/anamarina/RecSys_course/tree/2022/hw/hw1 ДЗ 1]|| 10.10.22 23:59</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;3&#039;&#039;&#039; || Content based, Hybrid methods || [https://github.com/anamarina/RecSys_course/tree/2022/week3 Семинары 5, 6] || [https://docs.google.com/forms/d/e/1FAIpQLSdZNFcu2CEWCh2m_-PJdeSYIIoWnYl-inKFKfXYKcipr7-OoQ/viewform Quiz 3]|| [https://github.com/anamarina/RecSys_course/tree/2022/hw/hw1 ДЗ 1]|| 10.10.22 23:59</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || Sequential, Context-aware methods|| [https://github.com/anamarina/RecSys_course/tree/2022/week4 Семинары 7, 8] || <del style="font-weight: bold; text-decoration: none;"> </del>|| ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || Sequential, Context-aware methods|| [https://github.com/anamarina/RecSys_course/tree/2022/week4 Семинары 7, 8] || <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSeIijcAbDHTKha6rncP3d_70lVwj2xq3OvrVQIoGE0tfb1yng/viewform Quiz 4] </ins>|| || <ins style="font-weight: bold; text-decoration: none;">27.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' || AE, VAE for RecSys || || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' || AE, VAE for RecSys || || <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSftfE8Vs6ofNzT3wDMg9KfzarC_xPosmfElErrRHysT_VdMHg/viewform Quiz 5]  </ins>|| || <ins style="font-weight: bold; text-decoration: none;">27.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;6&#039;&#039;&#039; || Graph-based approaches || ||  || ||</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;6&#039;&#039;&#039; || Graph-based approaches || ||  || ||</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73494&oldid=prev 2022-10-21T15:17:59Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 15:17, 21 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l38">Строка 38:</td> <td colspan="2" class="diff-lineno">Строка 38:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;4&#039;&#039;&#039; || Sequential, Context-aware methods|| [https://github.com/anamarina/RecSys_course/tree/2022/week4 Семинары 7, 8] ||  || ||</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;4&#039;&#039;&#039; || Sequential, Context-aware methods|| [https://github.com/anamarina/RecSys_course/tree/2022/week4 Семинары 7, 8] ||  || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' |||| || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' || <ins style="font-weight: bold; text-decoration: none;">AE, VAE for RecSys </ins>|| || || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || || ||  || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || <ins style="font-weight: bold; text-decoration: none;">Graph-based approaches </ins>|| ||  || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' || |||| || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' || <ins style="font-weight: bold; text-decoration: none;">Explainable RecSys</ins>|||| || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''8''' |||| || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''8''' || <ins style="font-weight: bold; text-decoration: none;">Your First RecSys Service </ins>|| || || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|}</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|}</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73213&oldid=prev 2022-10-11T18:54:32Z

<p><span class="autocomment">Программное обеспечение</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 18:54, 11 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l20">Строка 20:</td> <td colspan="2" class="diff-lineno">Строка 20:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>==Программное обеспечение==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>==Программное обеспечение==</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>* Python &gt;= 3.<del style="font-weight: bold; text-decoration: none;">8</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* Python &gt;= 3.<ins style="font-weight: bold; text-decoration: none;">9</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* Jupyter Notebook</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* Jupyter Notebook</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* pip3</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* pip3</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=73212&oldid=prev 2022-10-11T18:54:18Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 18:54, 11 октября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l32">Строка 32:</td> <td colspan="2" class="diff-lineno">Строка 32:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;1&#039;&#039;&#039; || Введение в рекомендательные системы  || [https://github.com/anamarina/RecSys_course/tree/2022/week1 Семинары 1, 2] || [https://forms.gle/JzNPyHpFVbtMe2jp8 Quiz 1]|| - || 20.09.22 23:59</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;1&#039;&#039;&#039; || Введение в рекомендательные системы  || [https://github.com/anamarina/RecSys_course/tree/2022/week1 Семинары 1, 2] || [https://forms.gle/JzNPyHpFVbtMe2jp8 Quiz 1]|| - || 20.09.22 23:59</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''2''' || || || || <del style="font-weight: bold; text-decoration: none;"> </del>||  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''2''' || <ins style="font-weight: bold; text-decoration: none;">Item/user-based, MF, CF </ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://github.com/anamarina/RecSys_course/tree/2022/week2 Семинары 3, 4]</ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSd0OgSOY0Dm1bIKqgNqU2Rw0XEt2_76IVF_m3UAxBNiIgi_3g/viewform Quiz 2] </ins>|| <ins style="font-weight: bold; text-decoration: none;">- </ins>|| <ins style="font-weight: bold; text-decoration: none;">05.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''3''' || || || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''3''' || <ins style="font-weight: bold; text-decoration: none;">Content based, Hybrid methods </ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://github.com/anamarina/RecSys_course/tree/2022/week3 Семинары 5, 6] </ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://docs.google.com/forms/d/e/1FAIpQLSdZNFcu2CEWCh2m_-PJdeSYIIoWnYl-inKFKfXYKcipr7-OoQ/viewform Quiz 3]</ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://github.com/anamarina/RecSys_course/tree/2022/hw/hw1 ДЗ 1]</ins>|| <ins style="font-weight: bold; text-decoration: none;">10.10.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || || ||  || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || <ins style="font-weight: bold; text-decoration: none;">Sequential, Context-aware methods</ins>|| <ins style="font-weight: bold; text-decoration: none;">[https://github.com/anamarina/RecSys_course/tree/2022/week4 Семинары 7, 8] </ins>||  || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; |||| || || ||</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; |||| || || ||</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=72508&oldid=prev 2022-09-19T11:30:02Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 11:30, 19 сентября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l30">Строка 30:</td> <td colspan="2" class="diff-lineno">Строка 30:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>  ! Неделя !! Тема !! Материалы !! Quiz !! Домашние задание !! Дедлайн  </div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>  ! Неделя !! Тема !! Материалы !! Quiz !! Домашние задание !! Дедлайн  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''1''' || Введение в рекомендательные системы  || [https://github.com/anamarina/RecSys_course/tree/2022/week1 Семинары 1, 2] |||| ||  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''1''' || Введение в рекомендательные системы  || [https://github.com/anamarina/RecSys_course/tree/2022/week1 Семинары 1, 2] || <ins style="font-weight: bold; text-decoration: none;">[https://forms.gle/JzNPyHpFVbtMe2jp8 Quiz 1]</ins>|| <ins style="font-weight: bold; text-decoration: none;">- </ins>|| <ins style="font-weight: bold; text-decoration: none;">20.09.22 23:59</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;2&#039;&#039;&#039; || || || ||  ||  </div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>| style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;2&#039;&#039;&#039; || || || ||  ||  </div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=72223&oldid=prev 2022-09-13T09:23:00Z

<p><span class="autocomment">Оценки</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 09:23, 13 сентября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l53">Строка 53:</td> <td colspan="2" class="diff-lineno">Строка 53:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Оценка ставится по формуле:</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Оценка ставится по формуле:</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>0.3 * Home Assignments + 0.15 * Article Summary + 0.15 * Weekly Quizzes + 0.4 * Exam, <del style="font-weight: bold; text-decoration: none;">гду</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''Final grade = min(10, </ins>0.3 * Home Assignments + 0.15 * Article Summary + 0.15 * Weekly Quizzes + 0.4 * Exam<ins style="font-weight: bold; text-decoration: none;">)'''</ins>, <ins style="font-weight: bold; text-decoration: none;">где</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Home Assignments - 3 домашних работы в Jupyter Notebook (max 10 баллов за каждую).  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''</ins>Home Assignments<ins style="font-weight: bold; text-decoration: none;">''' </ins>- 3 домашних работы в Jupyter Notebook (max 10 баллов за каждую).  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Article Summary - конспект/презентация статьи из предложенного списка с критическим анализом (без выступления на семинаре) (max 10 баллов).  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''</ins>Article Summary<ins style="font-weight: bold; text-decoration: none;">''' </ins>- конспект/презентация статьи из предложенного списка с критическим анализом (без выступления на семинаре) (max 10 баллов).  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Weekly Quizzes - 7 квизов по мотивам материалов семинаров, которые сдаются перед началом следующего занятия в Google Forms (ариф.среднее за все квизы, max 10 баллов за каждый).  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''</ins>Weekly Quizzes<ins style="font-weight: bold; text-decoration: none;">''' </ins>- 7 квизов по мотивам материалов семинаров, которые сдаются перед началом следующего занятия в Google Forms (ариф.среднее за все квизы, max 10 баллов за каждый).  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Exam - письменный экзамен в формате решения case-study построения рекомендательной системы для бизнеса (max 10 баллов).  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''</ins>Exam<ins style="font-weight: bold; text-decoration: none;">''' </ins>- письменный экзамен в формате решения case-study построения рекомендательной системы для бизнеса (max 10 баллов).</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>==Список литературы==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>==Список литературы==</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=72222&oldid=prev 2022-09-13T09:22:01Z

<p><span class="autocomment">Материалы курса</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 09:22, 13 сентября 2022</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l28">Строка 28:</td> <td colspan="2" class="diff-lineno">Строка 28:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>{| class=&quot;wikitable&quot;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>{| class=&quot;wikitable&quot;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>  ! Неделя !! Тема !! Материалы !! Домашние задание !! Дедлайн  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>  ! Неделя !! Тема !! Материалы <ins style="font-weight: bold; text-decoration: none;">!! Quiz </ins>!! Домашние задание !! Дедлайн  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''1''' || Введение в рекомендательные системы  || || ||  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''1''' || Введение в рекомендательные системы  <ins style="font-weight: bold; text-decoration: none;">|| [https://github.com/anamarina/RecSys_course/tree/2022/week1 Семинары 1, 2] </ins>|||| ||  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''2''' || <del style="font-weight: bold; text-decoration: none;"> </del>|| ||  ||  </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''2''' || <ins style="font-weight: bold; text-decoration: none;">|| </ins>|| ||  ||  </div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''3''' || <del style="font-weight: bold; text-decoration: none;"> </del>|| || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''3''' || <ins style="font-weight: bold; text-decoration: none;">|| </ins>|| || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || <del style="font-weight: bold; text-decoration: none;"> </del>||  || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''4''' || <ins style="font-weight: bold; text-decoration: none;">|| </ins>||  || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' || || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''5''' <ins style="font-weight: bold; text-decoration: none;">||</ins>|| || || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || <del style="font-weight: bold; text-decoration: none;"> </del>||  || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''6''' || <ins style="font-weight: bold; text-decoration: none;">|| </ins>||  || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' || || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''7''' <ins style="font-weight: bold; text-decoration: none;">|| </ins>|||| || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''8''' || || || ||</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>| style="background:#eaecf0;" | '''8''' <ins style="font-weight: bold; text-decoration: none;">||</ins>|| || || ||</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|-</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|}</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|}</div></td></tr> </table>

Marina Ananyeva https://wiki.cs.hse.ru/index.php?title=RecSys_2022_2023&diff=72015&oldid=prev 2022-09-09T10:42:30Z

<p>Новая страница: «==О курсе== Целями освоения дисциплины «Рекомендательные системы» являются овладение ст…»</p> <p><b>Новая страница</b></p><div>==О курсе==<br /> <br /> Целями освоения дисциплины «Рекомендательные системы» являются овладение студентами основными методами рекомендательных систем и подходами к поиску закономерностей в данных, например, таких как базы транзакций и последовательностей. В ходе курса будут рассмотрены:&lt;br&gt;<br /> - Основные типы рекомендательных систем и алгоритмические подходы к решению задачи рекомендаций;&lt;br&gt;<br /> - Методы проверки качества рекомендаций и достоверности выявленных закономерностей.<br /> <br /> Репозиторий курса: [https://github.com/anamarina/RecSys_course Github]<br /> <br /> Чат курса: [https://t.me/+51dCYfNAXlZiMjYy Telegram]<br /> <br /> ==Контакты==<br /> <br /> {| class=&quot;wikitable&quot;<br /> |-<br /> ! Преподаватель !! Контакты <br /> |-<br /> | style=&quot;background:#eaecf0;&quot; |Ананьева Марина Евгеньевна || [mailto:ananyeva.me@gmail.com Email] [https://t.me/ananyevame Telegram]<br /> |}<br /> <br /> ==Программное обеспечение==<br /> <br /> * Python &gt;= 3.8<br /> * Jupyter Notebook<br /> * pip3<br /> <br /> ==Материалы курса==<br /> <br /> {| class=&quot;wikitable&quot;<br /> |-<br /> ! Неделя !! Тема !! Материалы !! Домашние задание !! Дедлайн <br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;1&#039;&#039;&#039; || Введение в рекомендательные системы || || || <br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;2&#039;&#039;&#039; || || || || <br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;3&#039;&#039;&#039; || || || ||<br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;4&#039;&#039;&#039; || || || ||<br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;5&#039;&#039;&#039; || || || ||<br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;6&#039;&#039;&#039; || || || ||<br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;7&#039;&#039;&#039; || || || ||<br /> |-<br /> | style=&quot;background:#eaecf0;&quot; | &#039;&#039;&#039;8&#039;&#039;&#039; || || || ||<br /> |-<br /> |}<br /> <br /> ==Оценки==<br /> [https://docs.google.com/spreadsheets/d/1RvuhuC1euQw0rSNANKWvG7wWSjiAiuWd/edit?usp=sharing&amp;ouid=104963596150558587903&amp;rtpof=true&amp;sd=true Таблица с оценками]<br /> <br /> Оценка ставится по формуле:<br /> <br /> 0.3 * Home Assignments + 0.15 * Article Summary + 0.15 * Weekly Quizzes + 0.4 * Exam, гду<br /> <br /> Home Assignments - 3 домашних работы в Jupyter Notebook (max 10 баллов за каждую). <br /> <br /> Article Summary - конспект/презентация статьи из предложенного списка с критическим анализом (без выступления на семинаре) (max 10 баллов). <br /> <br /> Weekly Quizzes - 7 квизов по мотивам материалов семинаров, которые сдаются перед началом следующего занятия в Google Forms (ариф.среднее за все квизы, max 10 баллов за каждый). <br /> <br /> Exam - письменный экзамен в формате решения case-study построения рекомендательной системы для бизнеса (max 10 баллов). <br /> <br /> ==Список литературы==<br /> 1. Charu C. Aggarwal. Recommender Systems: The Textbook, Springer, April 2016 – Режим доступа: https://www.springer.com/gp/book/9783319296579<br /> <br /> 2. Recommender Systems Handbook. Francesco Ricci, Lior Rokach, Bracha Shapira (Eds.), Springer, 2015 – Режим доступа: https://www.springer.com/la/book/9781489976369</div>

Marina Ananyeva