{ "id": 25349, "title": "Congratulations to winning teams and individuals!", "url": "/competitions/bosch-production-line-performance/discussion/25349", "author_name": "", "post_date": "2016-11-12T00:02:02.517Z", "votes": 2, "comment_count": 16, "views": 1249, "content": "

I would like to congratulate winning teams.

\n\n

Well done guys!

\n\n

Regards,\nRobert

", "messages": [ { "id": "144020", "postDate": "11/12/2016 00:02:02", "content": "

I would like to congratulate winning teams.

\n\n

Well done guys!

\n\n

Regards,\nRobert

", "rawMarkdown": "I would like to congratulate winning teams.\r\n\r\nWell done guys!\r\n\r\nRegards,\r\nRobert", "votes": null }, { "id": "144022", "postDate": "11/12/2016 00:04:15", "content": "

Indeed, great job to @ash and @beluga. Moved up to the top in final LB! Congrats!

", "rawMarkdown": "Indeed, great job to @ash and @beluga. Moved up to the top in final LB! Congrats!", "votes": null }, { "id": "144025", "postDate": "11/12/2016 00:11:24", "content": "

Congratulation for the top teams. Especially for Daniel for being the best single player!\nThanks for kaggle and BOSCH for organizing this challenging competition.

\n\n

Congrats scnndl for the great rush in the last week with only a dozen submission.

", "rawMarkdown": "Congratulation for the top teams. Especially for Daniel for being the best single player!\r\nThanks for kaggle and BOSCH for organizing this challenging competition.\r\n\r\nCongrats scnndl for the great rush in the last week with only a dozen submission.", "votes": null }, { "id": "144029", "postDate": "11/12/2016 00:14:09", "content": "

Really nice work, everyone!!! I'm super impressed by ash & beluga, a well deserved victory :)

\n\n

Also a big shoutout to the unknown heroes: all the servers that had to run XGBoost after XGBoost model! :P

\n\n

In total I had 230,000 XGBoost rounds, and 18,000 CPU hours wasted (not including my teammates). Anyone else have any stats?

\n\n

I'm off to sleep now but I'll probably write a solution post tomorrow.

", "rawMarkdown": "Really nice work, everyone!!! I'm super impressed by ash & beluga, a well deserved victory :)\r\n\r\nAlso a big shoutout to the unknown heroes: all the servers that had to run XGBoost after XGBoost model! :P\r\n\r\nIn total I had **230,000 XGBoost rounds**, and **18,000 CPU hours** wasted (not including my teammates). Anyone else have any stats?\r\n\r\nI'm off to sleep now but I'll probably write a solution post tomorrow.", "votes": null }, { "id": "144030", "postDate": "11/12/2016 00:15:34", "content": "

Congrats Ash and Beluga, and other winners. Thanks again to Bosch and Kaggle for a fun competition.

", "rawMarkdown": "Congrats Ash and Beluga, and other winners. Thanks again to Bosch and Kaggle for a fun competition.", "votes": null }, { "id": "144031", "postDate": "11/12/2016 00:15:58", "content": "

I want to give a special shout out to @Shubin - poor guy had 8 silvers and 3 bronze without a gold, until now.

", "rawMarkdown": "I want to give a special shout out to @Shubin - poor guy had 8 silvers and 3 bronze without a gold, until now.", "votes": null }, { "id": "144034", "postDate": "11/12/2016 00:22:51", "content": "

Congratulations to the winners, and all contributors. \nThanks Kaggle and BOSCH for organising this competition, especially for the expensive data :) \nMay the quality control get better everyday :)

", "rawMarkdown": "Congratulations to the winners, and all contributors. \r\nThanks Kaggle and BOSCH for organising this competition, especially for the expensive data :) \r\nMay the quality control get better everyday :)", "votes": null }, { "id": "144036", "postDate": "11/12/2016 00:28:53", "content": "

@Ben Gorman,

\n\n

thank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.

\n\n

another thing i want to emphasize is that i have only had two team experience. i found it really helpful and highly recommend. you can learn a lot from other kagglers and it is fun to have some to exchange ideas instead of yourself. more importantly, in real work, you always have to work in teams and make a 8 people 10 people team work is also an art and a very useful skill in real life.

\n\n

@Lauren is the guy who cares too much about learning and too less about LB ranking.

", "rawMarkdown": "Ben Gorman,\r\n\r\nthank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.\r\n\r\nanother thing i want to emphasize is that i have only had two team experience. i found it really helpful and highly recommend. you can learn a lot from other kagglers and it is fun to have some to exchange ideas instead of yourself. more importantly, in real work, you always have to work in teams and make a 8 people 10 people team work is also an art and a very useful skill in real life. \r\n\r\n@Lauren is the guy who cares too much about learning and too less about LB ranking.", "votes": null }, { "id": "144044", "postDate": "11/12/2016 00:43:16", "content": "

Congrats to the winners! A well deserved win, looking forward to reading your approaches.

", "rawMarkdown": "Congrats to the winners! A well deserved win, looking forward to reading your approaches.", "votes": null }, { "id": "144045", "postDate": "11/12/2016 00:44:52", "content": "

Congratulations to the Winners. And a very special shout out to all the participants who were not able to win but spent lots of precious person hours. It was a wonderful experience for us to get involved in the competition as well.

\n\n

This competition had its own set of challenges in terms of size, domain and "data leakage" but teams have overcome those issues with collaboration and discussion. Thank you all again.

", "rawMarkdown": "Congratulations to the Winners. And a very special shout out to all the participants who were not able to win but spent lots of precious person hours. It was a wonderful experience for us to get involved in the competition as well. \r\n\r\nThis competition had its own set of challenges in terms of size, domain and \"data leakage\" but teams have overcome those issues with collaboration and discussion. Thank you all again.", "votes": null }, { "id": "144047", "postDate": "11/12/2016 00:47:22", "content": "

Congrats to the winners and thank you Kaggle & Bosch for a fun and teaching experience

\n\n

I'm especially interested to learn from both @scnndl finishing 4th & @YaTa finishing 13th for their validation technique - really great achievements with merely 12 and 9 submissions respectively

\n\n

would love to read about your approach

\n\n

Joining @Ben Gorman - well done Shubin! congrats on becoming a master !!!

", "rawMarkdown": "Congrats to the winners and thank you Kaggle & Bosch for a fun and teaching experience\r\n\r\nI'm especially interested to learn from both @scnndl finishing 4th & @YaTa finishing 13th for their validation technique - really great achievements with merely 12 and 9 submissions respectively \r\n\r\nwould love to read about your approach \r\n\r\nJoining @Ben Gorman - well done Shubin! congrats on becoming a master !!!", "votes": null }, { "id": "144051", "postDate": "11/12/2016 01:04:13", "content": "

Congrats to the winners @ash and @beluga !!! And a special congrats to @Daniel FG who did it solo. Also congrats to "Data Property" team who jumped some places in the last minute.

", "rawMarkdown": "Congrats to the winners @ash and @beluga !!! And a special congrats to @Daniel FG who did it solo. Also congrats to \"Data Property\" team who jumped some places in the last minute.", "votes": null }, { "id": "144053", "postDate": "11/12/2016 01:25:20", "content": "

Congrats, to the winners! ash & beluga, Daniel and of course the "Data Property" team who jump by the last sub! pretty impressive :)

", "rawMarkdown": "Congrats, to the winners! ash & beluga, Daniel and of course the \"Data Property\" team who jump by the last sub! pretty impressive :)", "votes": null }, { "id": "144061", "postDate": "11/12/2016 02:37:47", "content": "

Congratulation to winners and all participants and thanks to Kaggle and BOSCH for organizing this competition!\nAlso thanks to all Forum participants for contributing and sharing lot of knowledge and Fun!

", "rawMarkdown": "Congratulation to winners and all participants and thanks to Kaggle and BOSCH for organizing this competition!\r\nAlso thanks to all Forum participants for contributing and sharing lot of knowledge and Fun!", "votes": null }, { "id": "144067", "postDate": "11/12/2016 03:30:35", "content": "

Congrats to all winning teams and all participants. I hope winers will share their wisdom a bit.

\n\n

This was challenging given data size and the consecutive row 'magic' feature. I think I'll buy a large machine now, 16 GB was really limiting...

", "rawMarkdown": "Congrats to all winning teams and all participants. I hope winers will share their wisdom a bit.\r\n\r\nThis was challenging given data size and the consecutive row 'magic' feature. I think I'll buy a large machine now, 16 GB was really limiting...", "votes": null }, { "id": "144098", "postDate": "11/12/2016 10:26:39", "content": "

Congrats to the winners, participants and particularly to Faron!

", "rawMarkdown": "Congrats to the winners, participants and particularly to **Faron**!", "votes": null }, { "id": "144102", "postDate": "11/12/2016 10:44:48", "content": "

[quote=Shubin;144036]

\n\n

@Ben Gorman,

\n\n

thank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.

\n\n

[/quote]

\n\n

Hi @Shubin, congrats for your master achievement ! Could you share the hardware configuration of your new machine(laptop) ? I could not put up with my old laptop either... Thanks : ]

", "rawMarkdown": "[quote=Shubin;144036]\r\n\r\n@Ben Gorman,\r\n\r\nthank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.\r\n\r\n\r\n[/quote]\r\n\r\nHi @Shubin, congrats for your master achievement ! Could you share the hardware configuration of your new machine(laptop) ? I could not put up with my old laptop either... Thanks : ]", "votes": null } ], "comments": [ { "id": 144022, "author_name": "fredtony", "author_url": "", "post_date": "11/12/2016 00:04:15", "content": "

Indeed, great job to @ash and @beluga. Moved up to the top in final LB! Congrats!

", "votes": null, "replies": [] }, { "id": 144025, "author_name": "gaborfodor", "author_url": "", "post_date": "11/12/2016 00:11:24", "content": "

Congratulation for the top teams. Especially for Daniel for being the best single player!\nThanks for kaggle and BOSCH for organizing this challenging competition.

\n\n

Congrats scnndl for the great rush in the last week with only a dozen submission.

", "votes": null, "replies": [] }, { "id": 144029, "author_name": "anokas", "author_url": "", "post_date": "11/12/2016 00:14:09", "content": "

Really nice work, everyone!!! I'm super impressed by ash & beluga, a well deserved victory :)

\n\n

Also a big shoutout to the unknown heroes: all the servers that had to run XGBoost after XGBoost model! :P

\n\n

In total I had 230,000 XGBoost rounds, and 18,000 CPU hours wasted (not including my teammates). Anyone else have any stats?

\n\n

I'm off to sleep now but I'll probably write a solution post tomorrow.

", "votes": null, "replies": [] }, { "id": 144030, "author_name": "breakfastpirate", "author_url": "", "post_date": "11/12/2016 00:15:34", "content": "

Congrats Ash and Beluga, and other winners. Thanks again to Bosch and Kaggle for a fun competition.

", "votes": null, "replies": [] }, { "id": 144031, "author_name": "ben519", "author_url": "", "post_date": "11/12/2016 00:15:58", "content": "

I want to give a special shout out to @Shubin - poor guy had 8 silvers and 3 bronze without a gold, until now.

", "votes": null, "replies": [] }, { "id": 144034, "author_name": "", "author_url": "", "post_date": "11/12/2016 00:22:51", "content": "

Congratulations to the winners, and all contributors. \nThanks Kaggle and BOSCH for organising this competition, especially for the expensive data :) \nMay the quality control get better everyday :)

", "votes": null, "replies": [] }, { "id": 144036, "author_name": "lishubin", "author_url": "", "post_date": "11/12/2016 00:28:53", "content": "

@Ben Gorman,

\n\n

thank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.

\n\n

another thing i want to emphasize is that i have only had two team experience. i found it really helpful and highly recommend. you can learn a lot from other kagglers and it is fun to have some to exchange ideas instead of yourself. more importantly, in real work, you always have to work in teams and make a 8 people 10 people team work is also an art and a very useful skill in real life.

\n\n

@Lauren is the guy who cares too much about learning and too less about LB ranking.

", "votes": null, "replies": [] }, { "id": 144044, "author_name": "girmak", "author_url": "", "post_date": "11/12/2016 00:43:16", "content": "

Congrats to the winners! A well deserved win, looking forward to reading your approaches.

", "votes": null, "replies": [] }, { "id": 144045, "author_name": "datasciencerocks", "author_url": "", "post_date": "11/12/2016 00:44:52", "content": "

Congratulations to the Winners. And a very special shout out to all the participants who were not able to win but spent lots of precious person hours. It was a wonderful experience for us to get involved in the competition as well.

\n\n

This competition had its own set of challenges in terms of size, domain and "data leakage" but teams have overcome those issues with collaboration and discussion. Thank you all again.

", "votes": null, "replies": [] }, { "id": 144047, "author_name": "interesting", "author_url": "", "post_date": "11/12/2016 00:47:22", "content": "

Congrats to the winners and thank you Kaggle & Bosch for a fun and teaching experience

\n\n

I'm especially interested to learn from both @scnndl finishing 4th & @YaTa finishing 13th for their validation technique - really great achievements with merely 12 and 9 submissions respectively

\n\n

would love to read about your approach

\n\n

Joining @Ben Gorman - well done Shubin! congrats on becoming a master !!!

", "votes": null, "replies": [] }, { "id": 144051, "author_name": "titericz", "author_url": "", "post_date": "11/12/2016 01:04:13", "content": "

Congrats to the winners @ash and @beluga !!! And a special congrats to @Daniel FG who did it solo. Also congrats to "Data Property" team who jumped some places in the last minute.

", "votes": null, "replies": [] }, { "id": 144053, "author_name": "nimashahbazi", "author_url": "", "post_date": "11/12/2016 01:25:20", "content": "

Congrats, to the winners! ash & beluga, Daniel and of course the "Data Property" team who jump by the last sub! pretty impressive :)

", "votes": null, "replies": [] }, { "id": 144061, "author_name": "triparc", "author_url": "", "post_date": "11/12/2016 02:37:47", "content": "

Congratulation to winners and all participants and thanks to Kaggle and BOSCH for organizing this competition!\nAlso thanks to all Forum participants for contributing and sharing lot of knowledge and Fun!

", "votes": null, "replies": [] }, { "id": 144067, "author_name": "cpmpml", "author_url": "", "post_date": "11/12/2016 03:30:35", "content": "

Congrats to all winning teams and all participants. I hope winers will share their wisdom a bit.

\n\n

This was challenging given data size and the consecutive row 'magic' feature. I think I'll buy a large machine now, 16 GB was really limiting...

", "votes": null, "replies": [] }, { "id": 144098, "author_name": "gmobaz", "author_url": "", "post_date": "11/12/2016 10:26:39", "content": "

Congrats to the winners, participants and particularly to Faron!

", "votes": null, "replies": [] }, { "id": 144102, "author_name": "zonemercy", "author_url": "", "post_date": "11/12/2016 10:44:48", "content": "

[quote=Shubin;144036]

\n\n

@Ben Gorman,

\n\n

thank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.

\n\n

[/quote]

\n\n

Hi @Shubin, congrats for your master achievement ! Could you share the hardware configuration of your new machine(laptop) ? I could not put up with my old laptop either... Thanks : ]

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "144020": "I would like to congratulate winning teams.\r\n\r\nWell done guys!\r\n\r\nRegards,\r\nRobert", "144022": "Indeed, great job to @ash and @beluga. Moved up to the top in final LB! Congrats!", "144025": "Congratulation for the top teams. Especially for Daniel for being the best single player!\r\nThanks for kaggle and BOSCH for organizing this challenging competition.\r\n\r\nCongrats scnndl for the great rush in the last week with only a dozen submission.", "144029": "Really nice work, everyone!!! I'm super impressed by ash & beluga, a well deserved victory :)\r\n\r\nAlso a big shoutout to the unknown heroes: all the servers that had to run XGBoost after XGBoost model! :P\r\n\r\nIn total I had **230,000 XGBoost rounds**, and **18,000 CPU hours** wasted (not including my teammates). Anyone else have any stats?\r\n\r\nI'm off to sleep now but I'll probably write a solution post tomorrow.", "144030": "Congrats Ash and Beluga, and other winners. Thanks again to Bosch and Kaggle for a fun competition.", "144031": "I want to give a special shout out to @Shubin - poor guy had 8 silvers and 3 bronze without a gold, until now.", "144034": "Congratulations to the winners, and all contributors. \r\nThanks Kaggle and BOSCH for organising this competition, especially for the expensive data :) \r\nMay the quality control get better everyday :)", "144036": "Ben Gorman,\r\n\r\nthank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.\r\n\r\nanother thing i want to emphasize is that i have only had two team experience. i found it really helpful and highly recommend. you can learn a lot from other kagglers and it is fun to have some to exchange ideas instead of yourself. more importantly, in real work, you always have to work in teams and make a 8 people 10 people team work is also an art and a very useful skill in real life. \r\n\r\n@Lauren is the guy who cares too much about learning and too less about LB ranking.", "144044": "Congrats to the winners! A well deserved win, looking forward to reading your approaches.", "144045": "Congratulations to the Winners. And a very special shout out to all the participants who were not able to win but spent lots of precious person hours. It was a wonderful experience for us to get involved in the competition as well. \r\n\r\nThis competition had its own set of challenges in terms of size, domain and \"data leakage\" but teams have overcome those issues with collaboration and discussion. Thank you all again.", "144047": "Congrats to the winners and thank you Kaggle & Bosch for a fun and teaching experience\r\n\r\nI'm especially interested to learn from both @scnndl finishing 4th & @YaTa finishing 13th for their validation technique - really great achievements with merely 12 and 9 submissions respectively \r\n\r\nwould love to read about your approach \r\n\r\nJoining @Ben Gorman - well done Shubin! congrats on becoming a master !!!", "144051": "Congrats to the winners @ash and @beluga !!! And a special congrats to @Daniel FG who did it solo. Also congrats to \"Data Property\" team who jumped some places in the last minute.", "144053": "Congrats, to the winners! ash & beluga, Daniel and of course the \"Data Property\" team who jump by the last sub! pretty impressive :)", "144061": "Congratulation to winners and all participants and thanks to Kaggle and BOSCH for organizing this competition!\r\nAlso thanks to all Forum participants for contributing and sharing lot of knowledge and Fun!", "144067": "Congrats to all winning teams and all participants. I hope winers will share their wisdom a bit.\r\n\r\nThis was challenging given data size and the consecutive row 'magic' feature. I think I'll buy a large machine now, 16 GB was really limiting...", "144098": "Congrats to the winners, participants and particularly to **Faron**!", "144102": "[quote=Shubin;144036]\r\n\r\n@Ben Gorman,\r\n\r\nthank you man. as you have seen, i have been kaggling all the time myself for 20 competitions with a tiny machine. This year, i am aiming to be a master and i realized a reasonable machine is really helpful. so towards the end of the talking data, i got a new powerful machine and that pays back.\r\n\r\n\r\n[/quote]\r\n\r\nHi @Shubin, congrats for your master achievement ! Could you share the hardware configuration of your new machine(laptop) ? I could not put up with my old laptop either... Thanks : ]" }, "source": "meta" }