{
  "id": 324221,
  "title": "Congratulations to all the prize winners🥇",
  "url": "/competitions/h-and-m-personalized-fashion-recommendations/discussion/324221",
  "author_name": "shoji",
  "post_date": "2022-05-10T15:00:59.602000",
  "votes": 6,
  "comment_count": 0,
  "views": 0,
  "content": "<hr>\n<h1><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion?sort=recent-comments\" target=\"_blank\">H&amp;M Personalized Fashion Recommendations</a></h1>\n<h4>Provide product recommendations based on previous purchases</h4>\n<hr>\n<h3>Solutions</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/313749\" target=\"_blank\">Single Model Traditional Machine Learning Approaches</a> by <a href=\"https://www.kaggle.com/aerdem4\" target=\"_blank\">@aerdem4</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/309220\" target=\"_blank\">[LB 0.19] LGBM Starter Pack</a> by <a href=\"https://www.kaggle.com/radek1\" target=\"_blank\">@radek1</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/318852\" target=\"_blank\">Curated papers, articles, and blogs on Recommendations by Eugene Yan</a> by <a href=\"https://www.kaggle.com/sudalairajkumar\" target=\"_blank\">@sudalairajkumar</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324103\" target=\"_blank\">Congrats and Gold Medal Solutions Compilation 🥇</a> by <a href=\"https://www.kaggle.com/sudalairajkumar\" target=\"_blank\">@sudalairajkumar</a></li>\n</ul>\n<hr>\n<h3>Previous Solutions</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305990\" target=\"_blank\">Shopee - Price Match Guarantee Solutions</a> by <a href=\"https://www.kaggle.com/vad13irt\" target=\"_blank\">@vad13irt</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/311933\" target=\"_blank\">Recap of the Top Solutions from a Similar Competition (Shopee)</a> by <a href=\"https://www.kaggle.com/snnclsr\" target=\"_blank\">@snnclsr</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305998\" target=\"_blank\">💥 💥 Deep Learning Research Papers in Product Matching 💥 💥</a> by <a href=\"https://www.kaggle.com/usharengaraju\" target=\"_blank\">@usharengaraju</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305999\" target=\"_blank\">👨‍🎓 Learning resources for Recommender systems</a> by <a href=\"https://www.kaggle.com/init27\" target=\"_blank\">@init27</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306078\" target=\"_blank\">👗👚Some nice Fashion recommendation resources for this competition🥼👝🛍</a> by <a href=\"https://www.kaggle.com/kalilurrahman\" target=\"_blank\">@kalilurrahman</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306547\" target=\"_blank\">important screenshots from Google recommendation systems course.</a> by <a href=\"https://www.kaggle.com/faisalalsrheed\" target=\"_blank\">@faisalalsrheed</a> </li>\n</ul>\n<hr>\n<h3>Results</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324070\" target=\"_blank\">1st place solution</a> by <a href=\"https://www.kaggle.com/senkin13\" target=\"_blank\">@senkin13</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/new\" target=\"_blank\">2nd place solution</a> by <a href=\"https://www.kaggle.com/wht1996\" target=\"_blank\">@wht1996</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324129\" target=\"_blank\">3rd place solution</a> by <a href=\"https://www.kaggle.com/sirius81\" target=\"_blank\">@sirius81</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324094\" target=\"_blank\">4th place solution</a> by <a href=\"https://www.kaggle.com/hongweizhang\" target=\"_blank\">@hongweizhang</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324098\" target=\"_blank\">5th place solution</a> by <a href=\"https://www.kaggle.com/lihaorocky\" target=\"_blank\">@lihaorocky</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324075\" target=\"_blank\">6th place solution</a> by <a href=\"https://www.kaggle.com/chenxin1991\" target=\"_blank\">@chenxin1991</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324185\" target=\"_blank\">8th place solution</a> by <a href=\"https://www.kaggle.com/askaky\" target=\"_blank\">@askaky</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324127\" target=\"_blank\">9th place solution</a> by <a href=\"https://www.kaggle.com/yzheng21\" target=\"_blank\">@yzheng21</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324223\" target=\"_blank\">10th place solution</a> by <a href=\"https://www.kaggle.com/ferdinandlimburg\" target=\"_blank\">@ferdinandlimburg</a> </li>\n</ul>\n<hr>\n<p><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324084\" target=\"_blank\">11th place solution</a> by <a href=\"https://www.kaggle.com/keisho\" target=\"_blank\">@keisho</a></p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324310\" target=\"_blank\">12th place Writeup</a> by <a href=\"https://www.kaggle.com/kfujikawa\" target=\"_blank\">@kfujikawa</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324207\" target=\"_blank\">13th place solution</a> by <a href=\"https://www.kaggle.com/tomotomo5\" target=\"_blank\">@tomotomo5</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324158\" target=\"_blank\">16th place solution</a> by <a href=\"https://www.kaggle.com/poteman\" target=\"_blank\">@poteman</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324118\" target=\"_blank\">18th A few notes…</a> by <a href=\"https://www.kaggle.com/psilogram\" target=\"_blank\">@psilogram</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324152\" target=\"_blank\">Part of 22nd solution - single LGBM (Private:0.03038)</a> by <a href=\"https://www.kaggle.com/iwatatakuya\" target=\"_blank\">@iwatatakuya</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324224\" target=\"_blank\">22th solution (Moro part)</a> by <a href=\"https://www.kaggle.com/moromoromoro\" target=\"_blank\">@moromoromoro</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324085\" target=\"_blank\">23th place solution</a> by <a href=\"https://www.kaggle.com/kuto0633\" target=\"_blank\">@kuto0633</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324293\" target=\"_blank\">25th place solution</a> by <a href=\"https://www.kaggle.com/keisuke07\" target=\"_blank\">@keisuke07</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324350\" target=\"_blank\">26th place solution</a> by <a href=\"https://www.kaggle.com/sumire4ever\" target=\"_blank\">@sumire4ever</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324205\" target=\"_blank\">46th place solution</a> by <a href=\"https://www.kaggle.com/nadare\" target=\"_blank\">@nadare</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324076\" target=\"_blank\">53rd place with 20 minute Kaggle Notebook</a> by <a href=\"https://www.kaggle.com/jacob34\" target=\"_blank\">@jacob34</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324220\" target=\"_blank\">63th place solution</a> by <a href=\"https://www.kaggle.com/hanejiyuto\" target=\"_blank\">@hanejiyuto</a> </li>\n</ul>\n<hr>",
  "messages": [
    {
      "id": 1783659,
      "postDate": "2022-05-10T15:00:59.603Z",
      "content": "<hr>\n<h1><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion?sort=recent-comments\" target=\"_blank\">H&amp;M Personalized Fashion Recommendations</a></h1>\n<h4>Provide product recommendations based on previous purchases</h4>\n<hr>\n<h3>Solutions</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/313749\" target=\"_blank\">Single Model Traditional Machine Learning Approaches</a> by <a href=\"https://www.kaggle.com/aerdem4\" target=\"_blank\">@aerdem4</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/309220\" target=\"_blank\">[LB 0.19] LGBM Starter Pack</a> by <a href=\"https://www.kaggle.com/radek1\" target=\"_blank\">@radek1</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/318852\" target=\"_blank\">Curated papers, articles, and blogs on Recommendations by Eugene Yan</a> by <a href=\"https://www.kaggle.com/sudalairajkumar\" target=\"_blank\">@sudalairajkumar</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324103\" target=\"_blank\">Congrats and Gold Medal Solutions Compilation 🥇</a> by <a href=\"https://www.kaggle.com/sudalairajkumar\" target=\"_blank\">@sudalairajkumar</a></li>\n</ul>\n<hr>\n<h3>Previous Solutions</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305990\" target=\"_blank\">Shopee - Price Match Guarantee Solutions</a> by <a href=\"https://www.kaggle.com/vad13irt\" target=\"_blank\">@vad13irt</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/311933\" target=\"_blank\">Recap of the Top Solutions from a Similar Competition (Shopee)</a> by <a href=\"https://www.kaggle.com/snnclsr\" target=\"_blank\">@snnclsr</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305998\" target=\"_blank\">💥 💥 Deep Learning Research Papers in Product Matching 💥 💥</a> by <a href=\"https://www.kaggle.com/usharengaraju\" target=\"_blank\">@usharengaraju</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305999\" target=\"_blank\">👨‍🎓 Learning resources for Recommender systems</a> by <a href=\"https://www.kaggle.com/init27\" target=\"_blank\">@init27</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306078\" target=\"_blank\">👗👚Some nice Fashion recommendation resources for this competition🥼👝🛍</a> by <a href=\"https://www.kaggle.com/kalilurrahman\" target=\"_blank\">@kalilurrahman</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306547\" target=\"_blank\">important screenshots from Google recommendation systems course.</a> by <a href=\"https://www.kaggle.com/faisalalsrheed\" target=\"_blank\">@faisalalsrheed</a> </li>\n</ul>\n<hr>\n<h3>Results</h3>\n<hr>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324070\" target=\"_blank\">1st place solution</a> by <a href=\"https://www.kaggle.com/senkin13\" target=\"_blank\">@senkin13</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/new\" target=\"_blank\">2nd place solution</a> by <a href=\"https://www.kaggle.com/wht1996\" target=\"_blank\">@wht1996</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324129\" target=\"_blank\">3rd place solution</a> by <a href=\"https://www.kaggle.com/sirius81\" target=\"_blank\">@sirius81</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324094\" target=\"_blank\">4th place solution</a> by <a href=\"https://www.kaggle.com/hongweizhang\" target=\"_blank\">@hongweizhang</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324098\" target=\"_blank\">5th place solution</a> by <a href=\"https://www.kaggle.com/lihaorocky\" target=\"_blank\">@lihaorocky</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324075\" target=\"_blank\">6th place solution</a> by <a href=\"https://www.kaggle.com/chenxin1991\" target=\"_blank\">@chenxin1991</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324185\" target=\"_blank\">8th place solution</a> by <a href=\"https://www.kaggle.com/askaky\" target=\"_blank\">@askaky</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324127\" target=\"_blank\">9th place solution</a> by <a href=\"https://www.kaggle.com/yzheng21\" target=\"_blank\">@yzheng21</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324223\" target=\"_blank\">10th place solution</a> by <a href=\"https://www.kaggle.com/ferdinandlimburg\" target=\"_blank\">@ferdinandlimburg</a> </li>\n</ul>\n<hr>\n<p><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324084\" target=\"_blank\">11th place solution</a> by <a href=\"https://www.kaggle.com/keisho\" target=\"_blank\">@keisho</a></p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324310\" target=\"_blank\">12th place Writeup</a> by <a href=\"https://www.kaggle.com/kfujikawa\" target=\"_blank\">@kfujikawa</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324207\" target=\"_blank\">13th place solution</a> by <a href=\"https://www.kaggle.com/tomotomo5\" target=\"_blank\">@tomotomo5</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324158\" target=\"_blank\">16th place solution</a> by <a href=\"https://www.kaggle.com/poteman\" target=\"_blank\">@poteman</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324118\" target=\"_blank\">18th A few notes…</a> by <a href=\"https://www.kaggle.com/psilogram\" target=\"_blank\">@psilogram</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324152\" target=\"_blank\">Part of 22nd solution - single LGBM (Private:0.03038)</a> by <a href=\"https://www.kaggle.com/iwatatakuya\" target=\"_blank\">@iwatatakuya</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324224\" target=\"_blank\">22th solution (Moro part)</a> by <a href=\"https://www.kaggle.com/moromoromoro\" target=\"_blank\">@moromoromoro</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324085\" target=\"_blank\">23th place solution</a> by <a href=\"https://www.kaggle.com/kuto0633\" target=\"_blank\">@kuto0633</a> </li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324293\" target=\"_blank\">25th place solution</a> by <a href=\"https://www.kaggle.com/keisuke07\" target=\"_blank\">@keisuke07</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324350\" target=\"_blank\">26th place solution</a> by <a href=\"https://www.kaggle.com/sumire4ever\" target=\"_blank\">@sumire4ever</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324205\" target=\"_blank\">46th place solution</a> by <a href=\"https://www.kaggle.com/nadare\" target=\"_blank\">@nadare</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324076\" target=\"_blank\">53rd place with 20 minute Kaggle Notebook</a> by <a href=\"https://www.kaggle.com/jacob34\" target=\"_blank\">@jacob34</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324220\" target=\"_blank\">63th place solution</a> by <a href=\"https://www.kaggle.com/hanejiyuto\" target=\"_blank\">@hanejiyuto</a> </li>\n</ul>\n<hr>",
      "rawMarkdown": "---\n# [H&M Personalized Fashion Recommendations](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion?sort=recent-comments)\n#### Provide product recommendations based on previous purchases\n\n---\n### Solutions\n\n---\n* [Single Model Traditional Machine Learning Approaches](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/313749) by @aerdem4\n* [[LB 0.19] LGBM Starter Pack](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/309220) by @radek1\n* [Curated papers, articles, and blogs on Recommendations by Eugene Yan](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/318852) by @sudalairajkumar\n* [Congrats and Gold Medal Solutions Compilation 🥇](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324103) by @sudalairajkumar\n\n---\n### Previous Solutions\n\n---\n* [Shopee - Price Match Guarantee Solutions](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305990) by @vad13irt\n* [Recap of the Top Solutions from a Similar Competition (Shopee)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/311933) by @snnclsr\n* [💥 💥 Deep Learning Research Papers in Product Matching 💥 💥](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305998) by @usharengaraju\n* [👨‍🎓 Learning resources for Recommender systems](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305999) by @init27\n* [👗👚Some nice Fashion recommendation resources for this competition🥼👝🛍](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306078) by @kalilurrahman\n* [important screenshots from Google recommendation systems course.](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306547) by @faisalalsrheed \n\n---\n###Results\n\n---\n* [1st place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324070) by @senkin13\n* [2nd place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/new) by @wht1996\n* [3rd place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324129) by @sirius81\n* [4th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324094) by @hongweizhang\n* [5th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324098) by @lihaorocky\n* [6th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324075) by @chenxin1991 \n* [8th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324185) by @askaky\n* [9th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324127) by @yzheng21\n* [10th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324223) by @ferdinandlimburg \n\n---\n[11th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324084) by @keisho\n* [12th place Writeup](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324310) by @kfujikawa\n* [13th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324207) by @tomotomo5 \n* [16th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324158) by @poteman \n* [18th A few notes...](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324118) by @psilogram \n* [Part of 22nd solution - single LGBM (Private:0.03038)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324152) by @iwatatakuya \n* [22th solution (Moro part)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324224) by @moromoromoro\n* [23th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324085) by @kuto0633 \n* [25th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324293) by @keisuke07\n* [26th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324350) by @sumire4ever\n* [46th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324205) by @nadare\n* [53rd place with 20 minute Kaggle Notebook](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324076) by @jacob34\n* [63th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324220) by @hanejiyuto \n\n---",
      "votes": 6
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1783659": "---\n# [H&M Personalized Fashion Recommendations](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion?sort=recent-comments)\n#### Provide product recommendations based on previous purchases\n\n---\n### Solutions\n\n---\n* [Single Model Traditional Machine Learning Approaches](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/313749) by @aerdem4\n* [[LB 0.19] LGBM Starter Pack](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/309220) by @radek1\n* [Curated papers, articles, and blogs on Recommendations by Eugene Yan](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/318852) by @sudalairajkumar\n* [Congrats and Gold Medal Solutions Compilation 🥇](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324103) by @sudalairajkumar\n\n---\n### Previous Solutions\n\n---\n* [Shopee - Price Match Guarantee Solutions](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305990) by @vad13irt\n* [Recap of the Top Solutions from a Similar Competition (Shopee)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/311933) by @snnclsr\n* [💥 💥 Deep Learning Research Papers in Product Matching 💥 💥](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305998) by @usharengaraju\n* [👨‍🎓 Learning resources for Recommender systems](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/305999) by @init27\n* [👗👚Some nice Fashion recommendation resources for this competition🥼👝🛍](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306078) by @kalilurrahman\n* [important screenshots from Google recommendation systems course.](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/306547) by @faisalalsrheed \n\n---\n###Results\n\n---\n* [1st place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324070) by @senkin13\n* [2nd place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/new) by @wht1996\n* [3rd place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324129) by @sirius81\n* [4th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324094) by @hongweizhang\n* [5th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324098) by @lihaorocky\n* [6th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324075) by @chenxin1991 \n* [8th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324185) by @askaky\n* [9th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324127) by @yzheng21\n* [10th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324223) by @ferdinandlimburg \n\n---\n[11th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324084) by @keisho\n* [12th place Writeup](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324310) by @kfujikawa\n* [13th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324207) by @tomotomo5 \n* [16th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324158) by @poteman \n* [18th A few notes...](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324118) by @psilogram \n* [Part of 22nd solution - single LGBM (Private:0.03038)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324152) by @iwatatakuya \n* [22th solution (Moro part)](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324224) by @moromoromoro\n* [23th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324085) by @kuto0633 \n* [25th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324293) by @keisuke07\n* [26th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324350) by @sumire4ever\n* [46th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324205) by @nadare\n* [53rd place with 20 minute Kaggle Notebook](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324076) by @jacob34\n* [63th place solution](https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/discussion/324220) by @hanejiyuto \n\n---"
  }
}