{ "id": 586519, "title": "Winning Solutions - NeurIPS - Ariel Data Challenge 2024", "url": "/competitions/ariel-data-challenge-2025/discussion/586519", "author_name": "AC", "post_date": "2025-06-27T02:01:50.696000", "votes": 10, "comment_count": 4, "views": 0, "content": "

Hey, there! Sharing winning solutions of NeurIPS - Ariel Data Challenge 2024.

\n
    \n
  1. 1st Place Solution
    2. \n
  2. 2nd place solution - pure Bayesian Inference, no deep learning
    3. \n
  3. 3rd place solution - Polynomial fitting + PCA
    4. \n
  4. 4th place solution for the NeurIPS-Ariel-24 competition
    5. \n
  5. 5th place solution - NeurIPS ARIEL 2024
    6. \n
  6. 6th place solution
    7. \n
  7. 7th Place solution
    8. \n
  8. 8th place solution
    9. \n
  9. 9th place solution
    10. \n
  10. 10th Place Solution
    11. \n
", "messages": [ { "id": 3233588, "postDate": "2025-06-27T02:01:50.697Z", "content": "

Hey, there! Sharing winning solutions of NeurIPS - Ariel Data Challenge 2024.

\n
    \n
  1. 1st Place Solution
    2. \n
  2. 2nd place solution - pure Bayesian Inference, no deep learning
    3. \n
  3. 3rd place solution - Polynomial fitting + PCA
    4. \n
  4. 4th place solution for the NeurIPS-Ariel-24 competition
    5. \n
  5. 5th place solution - NeurIPS ARIEL 2024
    6. \n
  6. 6th place solution
    7. \n
  7. 7th Place solution
    8. \n
  8. 8th place solution
    9. \n
  9. 9th place solution
    10. \n
  10. 10th Place Solution
    11. \n
", "rawMarkdown": "Hey, there! Sharing winning solutions of NeurIPS - Ariel Data Challenge 2024.\n\n1. [1st Place Solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544317)\n2. [2nd place solution - pure Bayesian Inference, no deep learning](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543853)\n3. [3rd place solution - Polynomial fitting + PCA](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543944)\n4. [4th place solution for the NeurIPS-Ariel-24 competition](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544471)\n5. [5th place solution - NeurIPS ARIEL 2024](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543760)\n6. [6th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543666)\n7. [7th Place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543679)\n8. [8th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543776)\n9. [9th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543983)\n10. [10th Place Solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544189)", "votes": 10 }, { "id": 3243147, "postDate": "2025-07-06T19:24:56.597Z", "content": "

Hi all, any public baseline notebooks for denoising the Ariel mission data for this year’s challenge? Please share if you have any links.

", "rawMarkdown": "Hi all, any public baseline notebooks for denoising the Ariel mission data for this year’s challenge? Please share if you have any links.", "replies": [ { "id": 3245884, "postDate": "2025-07-10T01:53:22.963Z", "content": "

There's this one from @gordonyip
\nNotebook

", "rawMarkdown": "There's this one from @gordonyip \n[Notebook](https://www.kaggle.com/code/gordonyip/calibrating-and-binning-ariel-data)" } ] }, { "id": 3235300, "postDate": "2025-06-29T03:46:13.680Z", "content": "

will it work?

", "rawMarkdown": "will it work?", "isDeleted": true, "replies": [ { "id": 3236121, "postDate": "2025-06-30T01:52:20.873Z", "content": "

Hope they will

", "rawMarkdown": "Hope they will", "votes": 1 } ] } ], "comments": [ { "id": 3243147, "author_name": "Jainraj M", "author_url": "", "post_date": "2025-07-06T19:24:56.597000", "content": "

Hi all, any public baseline notebooks for denoising the Ariel mission data for this year’s challenge? Please share if you have any links.

", "votes": 0, "replies": [ { "id": 3245884, "author_name": "SolverWorld", "author_url": "", "post_date": "2025-07-10T01:53:22.963000", "content": "

There's this one from @gordonyip
\nNotebook

", "votes": 0, "replies": [] } ] }, { "id": 3235300, "author_name": "", "author_url": "", "post_date": "2025-06-29T03:46:13.680000", "content": "

will it work?

", "votes": 0, "replies": [ { "id": 3236121, "author_name": "c-number", "author_url": "", "post_date": "2025-06-30T01:52:20.873000", "content": "

Hope they will

", "votes": 1, "replies": [] } ] } ], "raw_markdown_by_id": { "3233588": "Hey, there! Sharing winning solutions of NeurIPS - Ariel Data Challenge 2024.\n\n1. [1st Place Solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544317)\n2. [2nd place solution - pure Bayesian Inference, no deep learning](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543853)\n3. [3rd place solution - Polynomial fitting + PCA](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543944)\n4. [4th place solution for the NeurIPS-Ariel-24 competition](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544471)\n5. [5th place solution - NeurIPS ARIEL 2024](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543760)\n6. [6th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543666)\n7. [7th Place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543679)\n8. [8th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543776)\n9. [9th place solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/543983)\n10. [10th Place Solution](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/544189)", "3243147": "Hi all, any public baseline notebooks for denoising the Ariel mission data for this year’s challenge? Please share if you have any links.", "3235300": "will it work?" } }