{ "id": 284884, "title": "[Links List] Winning Solutions of Kaggle Time Series Forecasting Challenges", "url": "/competitions/g-research-crypto-forecasting/discussion/284884", "author_name": "", "post_date": "2021-11-02T18:46:44.996332700Z", "votes": 58, "comment_count": 3, "views": 0, "content": "

Cross-posting a topic of mine from the other time-series competition since it can also be of value here:

\n
Winning solutions of Kaggle Time Series Forecasting Challenges
\n

You might want to consider using parts of them here!

\n
\n

Credit
\nHuge credit goes to @usharengaraju for collecting the original list.
\nI just added to it and cleaned it a bit since some time had passed.
\nPlease upvote her original post If you find this list useful!
\nhttps://www.kaggle.com/c/jane-street-market-prediction/discussion/199326

\n
\n
\n

M5 Forecasting - Accuracy
\nhttps://www.kaggle.com/c/m5-forecasting-accuracy/overview

\n

1 st Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163684

\n

2nd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164599

\n

3rd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164374

\n

4th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163216

\n

5th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163916

\n
\n

M5 Forecasting - Uncertainty
\nhttps://www.kaggle.com/c/m5-forecasting-uncertainty/overview

\n

1st place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/163368

\n

3rd place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166875

\n

4th place with code - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166854

\n

7th place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/168053

\n
\n

Web Traffic Time Series Forecasting
\nhttps://www.kaggle.com/c/web-traffic-time-series-forecasting/overview

\n

1st place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43795

\n

6th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39370

\n

7th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43621

\n

8th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43727

\n

16th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39887

\n
\n

Walmart Recruiting – Store Sales Forecasting
\nhttps://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting

\n

1st place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8125

\n

2nd place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8023

\n
\n

AMS 2013-2014 Solar Energy Prediction Contest
\nhttps://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest

\n

1st place - https://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest/discussion/6321

\n
\n

How Much Did It Rain?
\nhttps://www.kaggle.com/c/how-much-did-it-rain/overview
\nSolution Sharing Thread - https://www.kaggle.com/c/how-much-did-it-rain/discussion/14242

\n
\n

Rossmann Store Sales
\nhttps://www.kaggle.com/c/rossmann-store-sales/overview
\nSolution Thread - https://www.kaggle.com/c/rossmann-store-sales/discussion/17896

\n
\n

Hope you find it useful!
\nHappy kaggling!

\n

Cheers ^^

", "messages": [ { "id": "1568428", "postDate": "11/02/2021 18:46:44", "content": "

Cross-posting a topic of mine from the other time-series competition since it can also be of value here:

\n
Winning solutions of Kaggle Time Series Forecasting Challenges
\n

You might want to consider using parts of them here!

\n
\n

Credit
\nHuge credit goes to @usharengaraju for collecting the original list.
\nI just added to it and cleaned it a bit since some time had passed.
\nPlease upvote her original post If you find this list useful!
\nhttps://www.kaggle.com/c/jane-street-market-prediction/discussion/199326

\n
\n
\n

M5 Forecasting - Accuracy
\nhttps://www.kaggle.com/c/m5-forecasting-accuracy/overview

\n

1 st Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163684

\n

2nd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164599

\n

3rd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164374

\n

4th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163216

\n

5th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163916

\n
\n

M5 Forecasting - Uncertainty
\nhttps://www.kaggle.com/c/m5-forecasting-uncertainty/overview

\n

1st place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/163368

\n

3rd place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166875

\n

4th place with code - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166854

\n

7th place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/168053

\n
\n

Web Traffic Time Series Forecasting
\nhttps://www.kaggle.com/c/web-traffic-time-series-forecasting/overview

\n

1st place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43795

\n

6th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39370

\n

7th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43621

\n

8th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43727

\n

16th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39887

\n
\n

Walmart Recruiting – Store Sales Forecasting
\nhttps://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting

\n

1st place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8125

\n

2nd place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8023

\n
\n

AMS 2013-2014 Solar Energy Prediction Contest
\nhttps://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest

\n

1st place - https://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest/discussion/6321

\n
\n

How Much Did It Rain?
\nhttps://www.kaggle.com/c/how-much-did-it-rain/overview
\nSolution Sharing Thread - https://www.kaggle.com/c/how-much-did-it-rain/discussion/14242

\n
\n

Rossmann Store Sales
\nhttps://www.kaggle.com/c/rossmann-store-sales/overview
\nSolution Thread - https://www.kaggle.com/c/rossmann-store-sales/discussion/17896

\n
\n

Hope you find it useful!
\nHappy kaggling!

\n

Cheers ^^

", "rawMarkdown": "Cross-posting a topic of mine from the other time-series competition since it can also be of value here:\n\n##### Winning solutions of Kaggle Time Series Forecasting Challenges\nYou might want to consider using parts of them here! \n\n____\n\n**Credit**\nHuge credit goes to @usharengaraju for collecting the original list. \nI just added to it and cleaned it a bit since some time had passed. \nPlease upvote her original post If you find this list useful! \nhttps://www.kaggle.com/c/jane-street-market-prediction/discussion/199326 \n\n____\n\n____\n\n**M5 Forecasting - Accuracy**\nhttps://www.kaggle.com/c/m5-forecasting-accuracy/overview\n\n1 st Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163684\n\n2nd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164599\n\n3rd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164374\n\n4th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163216\n\n5th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163916\n\n____\n\n**M5 Forecasting - Uncertainty**\nhttps://www.kaggle.com/c/m5-forecasting-uncertainty/overview\n\n1st place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/163368\n\n3rd place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166875\n\n4th place with code - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166854\n\n7th place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/168053\n\n____\n\n**Web Traffic Time Series Forecasting**\nhttps://www.kaggle.com/c/web-traffic-time-series-forecasting/overview\n\n1st place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43795\n\n6th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39370\n\n7th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43621\n\n8th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43727\n\n16th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39887\n\n____\n\n\n**Walmart Recruiting – Store Sales Forecasting**\nhttps://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting\n\n1st place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8125\n\n2nd place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8023\n\n____\n\n**AMS 2013-2014 Solar Energy Prediction Contest**\nhttps://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest\n\n1st place - https://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest/discussion/6321\n\n____\n\n**How Much Did It Rain?**\nhttps://www.kaggle.com/c/how-much-did-it-rain/overview\nSolution Sharing Thread - https://www.kaggle.com/c/how-much-did-it-rain/discussion/14242\n\n____\n\n**Rossmann Store Sales**\nhttps://www.kaggle.com/c/rossmann-store-sales/overview\nSolution Thread - https://www.kaggle.com/c/rossmann-store-sales/discussion/17896\n\n____\n\nHope you find it useful! \nHappy kaggling! \n\nCheers ^^", "votes": null }, { "id": "1569794", "postDate": "11/03/2021 18:03:25", "content": "

@yamqwe thanks for the info! it's very useful indeed!

", "rawMarkdown": "yamqwe thanks for the info! it's very useful indeed!", "votes": null }, { "id": "1572883", "postDate": "11/06/2021 03:54:25", "content": "

upvoted, thanks

", "rawMarkdown": "upvoted, thanks", "votes": null }, { "id": "1642456", "postDate": "01/08/2022 11:59:12", "content": "

Be very useful. Thank you!

", "rawMarkdown": "Be very useful. Thank you!", "votes": null } ], "comments": [ { "id": 1569794, "author_name": "juanpasutti", "author_url": "", "post_date": "11/03/2021 18:03:25", "content": "

@yamqwe thanks for the info! it's very useful indeed!

", "votes": null, "replies": [] }, { "id": 1572883, "author_name": "li13063", "author_url": "", "post_date": "11/06/2021 03:54:25", "content": "

upvoted, thanks

", "votes": null, "replies": [] }, { "id": 1642456, "author_name": "phanttan", "author_url": "", "post_date": "01/08/2022 11:59:12", "content": "

Be very useful. Thank you!

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1568428": "Cross-posting a topic of mine from the other time-series competition since it can also be of value here:\n\n##### Winning solutions of Kaggle Time Series Forecasting Challenges\nYou might want to consider using parts of them here! \n\n____\n\n**Credit**\nHuge credit goes to @usharengaraju for collecting the original list. \nI just added to it and cleaned it a bit since some time had passed. \nPlease upvote her original post If you find this list useful! \nhttps://www.kaggle.com/c/jane-street-market-prediction/discussion/199326 \n\n____\n\n____\n\n**M5 Forecasting - Accuracy**\nhttps://www.kaggle.com/c/m5-forecasting-accuracy/overview\n\n1 st Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163684\n\n2nd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164599\n\n3rd Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/164374\n\n4th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163216\n\n5th Place - https://www.kaggle.com/c/m5-forecasting-accuracy/discussion/163916\n\n____\n\n**M5 Forecasting - Uncertainty**\nhttps://www.kaggle.com/c/m5-forecasting-uncertainty/overview\n\n1st place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/163368\n\n3rd place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166875\n\n4th place with code - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/166854\n\n7th place - https://www.kaggle.com/c/m5-forecasting-uncertainty/discussion/168053\n\n____\n\n**Web Traffic Time Series Forecasting**\nhttps://www.kaggle.com/c/web-traffic-time-series-forecasting/overview\n\n1st place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43795\n\n6th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39370\n\n7th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43621\n\n8th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/43727\n\n16th place - https://www.kaggle.com/c/web-traffic-time-series-forecasting/discussion/39887\n\n____\n\n\n**Walmart Recruiting – Store Sales Forecasting**\nhttps://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting\n\n1st place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8125\n\n2nd place - https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting/discussion/8023\n\n____\n\n**AMS 2013-2014 Solar Energy Prediction Contest**\nhttps://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest\n\n1st place - https://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest/discussion/6321\n\n____\n\n**How Much Did It Rain?**\nhttps://www.kaggle.com/c/how-much-did-it-rain/overview\nSolution Sharing Thread - https://www.kaggle.com/c/how-much-did-it-rain/discussion/14242\n\n____\n\n**Rossmann Store Sales**\nhttps://www.kaggle.com/c/rossmann-store-sales/overview\nSolution Thread - https://www.kaggle.com/c/rossmann-store-sales/discussion/17896\n\n____\n\nHope you find it useful! \nHappy kaggling! \n\nCheers ^^", "1569794": "yamqwe thanks for the info! it's very useful indeed!", "1572883": "upvoted, thanks", "1642456": "Be very useful. Thank you!" }, "source": "meta" }