{
  "id": 521969,
  "title": "Video available. Webinar: BELKA Top8 solution  Vlad Vinogradov (@ BIOPTIC.io) ⌚️ Thursday, 18.00 (CET Time), 25 July 2024",
  "url": "/competitions/leash-BELKA/discussion/521969",
  "author_name": "",
  "post_date": "2024-07-23T19:02:06.566588500Z",
  "votes": 19,
  "comment_count": 2,
  "views": 0,
  "content": "<p>📹 Video: <a href=\"https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\" target=\"_blank\">https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0</a><br>\n📖 Presentation: <a href=\"https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\" target=\"_blank\">https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing</a></p>\n<p><strong>Webinar</strong> (everybody welcome):</p>\n<p><strong>Top8  solution</strong> of Leash Bio competition (BELKA) on Kaggle by Vlad Vinogradov @ BIOPTIC.io - a single SMILES-based transformer model and a proper benchmarking is all we need</p>\n<p><strong>When:</strong> Thursday, 18.00 (CET Time), 25 July 2024</p>\n<p><strong>Video:</strong> Will be available at our chanel: <a href=\"https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw\" target=\"_blank\">https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw</a> - subscribe ! </p>\n<p><a href=\"https://calendar.google.com/calendar/render?action=TEMPLATE&amp;dates=20240725T160000Z%2F20240725T183000Z&amp;details=GOLD%20solution%20of%20Leash%20Bio%20competition%20%28BELKA%29%20on%20Kaggle%20by%20Vlad%20Vinogradov%20%40%20BIOPTIC.io%20-%20a%20single%20SMILES-based%20transformer%20model%20and%20a%20proper%20benchmarking%20is%20all%20we%20need&amp;text=%40SBERLOGABIO%20GOLD%20solution%20%20BELKA%20\" target=\"_blank\">Add to Google Calendar </a></p>\n<p><strong>Zoom link:</strong> will be available here just before the start.</p>\n<p>In addition to the description of the winning solution, we will talk about:<br>\n🔘 State-of-the-art ligand-based models for molecular properties prediction (GPS++, MPNN++, Transformers and more)<br>\n🔘 Hard similarity-based molecular data splits to overcome generalizability issue (and break 95% of reported results on molecular properies prediction)<br>\n🔘 Extensive hyperparameters tuning in the cloud</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2262596%2F2daadfb83e24132eae90aba55afd4016%2Fsci-berloga-webinar.png?generation=1721761132175148&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "2933580",
      "postDate": "07/23/2024 19:02:06",
      "content": "<p>📹 Video: <a href=\"https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\" target=\"_blank\">https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0</a><br>\n📖 Presentation: <a href=\"https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\" target=\"_blank\">https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing</a></p>\n<p><strong>Webinar</strong> (everybody welcome):</p>\n<p><strong>Top8  solution</strong> of Leash Bio competition (BELKA) on Kaggle by Vlad Vinogradov @ BIOPTIC.io - a single SMILES-based transformer model and a proper benchmarking is all we need</p>\n<p><strong>When:</strong> Thursday, 18.00 (CET Time), 25 July 2024</p>\n<p><strong>Video:</strong> Will be available at our chanel: <a href=\"https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw\" target=\"_blank\">https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw</a> - subscribe ! </p>\n<p><a href=\"https://calendar.google.com/calendar/render?action=TEMPLATE&amp;dates=20240725T160000Z%2F20240725T183000Z&amp;details=GOLD%20solution%20of%20Leash%20Bio%20competition%20%28BELKA%29%20on%20Kaggle%20by%20Vlad%20Vinogradov%20%40%20BIOPTIC.io%20-%20a%20single%20SMILES-based%20transformer%20model%20and%20a%20proper%20benchmarking%20is%20all%20we%20need&amp;text=%40SBERLOGABIO%20GOLD%20solution%20%20BELKA%20\" target=\"_blank\">Add to Google Calendar </a></p>\n<p><strong>Zoom link:</strong> will be available here just before the start.</p>\n<p>In addition to the description of the winning solution, we will talk about:<br>\n🔘 State-of-the-art ligand-based models for molecular properties prediction (GPS++, MPNN++, Transformers and more)<br>\n🔘 Hard similarity-based molecular data splits to overcome generalizability issue (and break 95% of reported results on molecular properies prediction)<br>\n🔘 Extensive hyperparameters tuning in the cloud</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2262596%2F2daadfb83e24132eae90aba55afd4016%2Fsci-berloga-webinar.png?generation=1721761132175148&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "📹 Video: https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\n📖 Presentation: https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\n\n**Webinar** (everybody welcome):\n\n**Top8  solution** of Leash Bio competition (BELKA) on Kaggle by Vlad Vinogradov @ BIOPTIC.io - a single SMILES-based transformer model and a proper benchmarking is all we need\n\n**When:** Thursday, 18.00 (CET Time), 25 July 2024\n\n**Video:** Will be available at our chanel: https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw - subscribe ! \n\n[Add to Google Calendar ](https://calendar.google.com/calendar/render?action=TEMPLATE&dates=20240725T160000Z%2F20240725T183000Z&details=GOLD%20solution%20of%20Leash%20Bio%20competition%20%28BELKA%29%20on%20Kaggle%20by%20Vlad%20Vinogradov%20%40%20BIOPTIC.io%20-%20a%20single%20SMILES-based%20transformer%20model%20and%20a%20proper%20benchmarking%20is%20all%20we%20need&text=%40SBERLOGABIO%20GOLD%20solution%20%20BELKA%20)\n\n**Zoom link:** will be available here just before the start.\n\nIn addition to the description of the winning solution, we will talk about:\n🔘 State-of-the-art ligand-based models for molecular properties prediction (GPS++, MPNN++, Transformers and more)\n🔘 Hard similarity-based molecular data splits to overcome generalizability issue (and break 95% of reported results on molecular properies prediction)\n🔘 Extensive hyperparameters tuning in the cloud\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2262596%2F2daadfb83e24132eae90aba55afd4016%2Fsci-berloga-webinar.png?generation=1721761132175148&alt=media)",
      "votes": null
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    {
      "id": "2935891",
      "postDate": "07/25/2024 15:54:34",
      "content": "<p>ZOOM link: <a href=\"https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1\" target=\"_blank\">https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1</a></p>",
      "rawMarkdown": "ZOOM link: https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1",
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    {
      "id": "2937704",
      "postDate": "07/27/2024 11:14:32",
      "content": "<p>📹 Video: <a href=\"https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\" target=\"_blank\">https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0</a><br>\n📖 Presentation: <a href=\"https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\" target=\"_blank\">https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing</a></p>",
      "rawMarkdown": "📹 Video: https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\n📖 Presentation: https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing",
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  "comments": [
    {
      "id": 2935891,
      "author_name": "alexandervc",
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      "post_date": "07/25/2024 15:54:34",
      "content": "<p>ZOOM link: <a href=\"https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1\" target=\"_blank\">https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1</a></p>",
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    {
      "id": 2937704,
      "author_name": "alexandervc",
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      "post_date": "07/27/2024 11:14:32",
      "content": "<p>📹 Video: <a href=\"https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\" target=\"_blank\">https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0</a><br>\n📖 Presentation: <a href=\"https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\" target=\"_blank\">https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing</a></p>",
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    "2933580": "📹 Video: https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\n📖 Presentation: https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing\n\n**Webinar** (everybody welcome):\n\n**Top8  solution** of Leash Bio competition (BELKA) on Kaggle by Vlad Vinogradov @ BIOPTIC.io - a single SMILES-based transformer model and a proper benchmarking is all we need\n\n**When:** Thursday, 18.00 (CET Time), 25 July 2024\n\n**Video:** Will be available at our chanel: https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw - subscribe ! \n\n[Add to Google Calendar ](https://calendar.google.com/calendar/render?action=TEMPLATE&dates=20240725T160000Z%2F20240725T183000Z&details=GOLD%20solution%20of%20Leash%20Bio%20competition%20%28BELKA%29%20on%20Kaggle%20by%20Vlad%20Vinogradov%20%40%20BIOPTIC.io%20-%20a%20single%20SMILES-based%20transformer%20model%20and%20a%20proper%20benchmarking%20is%20all%20we%20need&text=%40SBERLOGABIO%20GOLD%20solution%20%20BELKA%20)\n\n**Zoom link:** will be available here just before the start.\n\nIn addition to the description of the winning solution, we will talk about:\n🔘 State-of-the-art ligand-based models for molecular properties prediction (GPS++, MPNN++, Transformers and more)\n🔘 Hard similarity-based molecular data splits to overcome generalizability issue (and break 95% of reported results on molecular properies prediction)\n🔘 Extensive hyperparameters tuning in the cloud\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2262596%2F2daadfb83e24132eae90aba55afd4016%2Fsci-berloga-webinar.png?generation=1721761132175148&alt=media)",
    "2935891": "ZOOM link: https://us02web.zoom.us/j/81398206180?pwd=fefux7G6T47j4UaTVdEXDDz922zGSY.1",
    "2937704": "📹 Video: https://youtu.be/DucJWdc7Ww4?si=f3gve8iKsVLFiue0\n📖 Presentation: https://docs.google.com/presentation/d/1tmy6GrckrbTM7dxlhXXNvUXvrLaZQbwCzFaWqFmQU9o/edit?usp=sharing"
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