{
  "id": 452000,
  "title": "Useful Resources for this problem ",
  "url": "/competitions/open-problems-single-cell-perturbations/discussion/452000",
  "author_name": "",
  "post_date": "2023-10-31T12:35:47.044661900Z",
  "votes": 3,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I have collected some useful information for domain knowledge about this competition. I hope this will help you a lot. Good Luck <br>\nSingle Cell Portal</p>\n<ul>\n<li><a href=\"https://singlecell.broadinstitute.org/\" target=\"_blank\">https://singlecell.broadinstitute.org/</a>  <br>\nCell Painting website<br>\n<a href=\"https://jump-cellpainting.broadinstitute.org/cell-painting\" target=\"_blank\">https://jump-cellpainting.broadinstitute.org/cell-painting</a> <br>\nLINCS L1000 website <br>\n<a href=\"https://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data\" target=\"_blank\">https://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data</a> <br>\nCellNet website: <a href=\"http://texascellnet.com/\" target=\"_blank\">http://texascellnet.com/</a> <br>\nSingle Cell Analysis Forum <br>\n<a href=\"https://singlecellsoftware.com/forum\" target=\"_blank\">https://singlecellsoftware.com/forum</a> <br>\nSingle Cell Twitter community<br>\n<a href=\"https://twitter.com/scell_papers?lang=en\" target=\"_blank\">https://twitter.com/scell_papers?lang=en</a> <br>\nSingle Cell Gene Expression Analysis by GenePattern<br>\n<a href=\"https://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/\" target=\"_blank\">https://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/</a> <br>\nSingle Cell RNA Sequencing (scRNA-seq) by FlowJo<br>\n<a href=\"https://www.flowjo.com/learn/flowjo-university/seqgeq\" target=\"_blank\">https://www.flowjo.com/learn/flowjo-university/seqgeq</a> <br>\nMachine Learning for Single Cell Data Analysis by Broad Institute<br>\n<a href=\"https://broadinstitute.github.io/2020_scWorkshop/\" target=\"_blank\">https://broadinstitute.github.io/2020_scWorkshop/</a> <br>\nSingle-Cell Analysis for Drug Discovery by Cellarity<br>\n<a href=\"https://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior\" target=\"_blank\">https://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior</a>. </li>\n</ul>",
  "messages": [
    {
      "id": "2506612",
      "postDate": "10/31/2023 12:35:47",
      "content": "<p>I have collected some useful information for domain knowledge about this competition. I hope this will help you a lot. Good Luck <br>\nSingle Cell Portal</p>\n<ul>\n<li><a href=\"https://singlecell.broadinstitute.org/\" target=\"_blank\">https://singlecell.broadinstitute.org/</a>  <br>\nCell Painting website<br>\n<a href=\"https://jump-cellpainting.broadinstitute.org/cell-painting\" target=\"_blank\">https://jump-cellpainting.broadinstitute.org/cell-painting</a> <br>\nLINCS L1000 website <br>\n<a href=\"https://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data\" target=\"_blank\">https://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data</a> <br>\nCellNet website: <a href=\"http://texascellnet.com/\" target=\"_blank\">http://texascellnet.com/</a> <br>\nSingle Cell Analysis Forum <br>\n<a href=\"https://singlecellsoftware.com/forum\" target=\"_blank\">https://singlecellsoftware.com/forum</a> <br>\nSingle Cell Twitter community<br>\n<a href=\"https://twitter.com/scell_papers?lang=en\" target=\"_blank\">https://twitter.com/scell_papers?lang=en</a> <br>\nSingle Cell Gene Expression Analysis by GenePattern<br>\n<a href=\"https://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/\" target=\"_blank\">https://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/</a> <br>\nSingle Cell RNA Sequencing (scRNA-seq) by FlowJo<br>\n<a href=\"https://www.flowjo.com/learn/flowjo-university/seqgeq\" target=\"_blank\">https://www.flowjo.com/learn/flowjo-university/seqgeq</a> <br>\nMachine Learning for Single Cell Data Analysis by Broad Institute<br>\n<a href=\"https://broadinstitute.github.io/2020_scWorkshop/\" target=\"_blank\">https://broadinstitute.github.io/2020_scWorkshop/</a> <br>\nSingle-Cell Analysis for Drug Discovery by Cellarity<br>\n<a href=\"https://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior\" target=\"_blank\">https://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior</a>. </li>\n</ul>",
      "rawMarkdown": "I have collected some useful information for domain knowledge about this competition. I hope this will help you a lot. Good Luck \n\nSingle Cell Portal\n\n - https://singlecell.broadinstitute.org/  \n\nCell Painting website\n\n https://jump-cellpainting.broadinstitute.org/cell-painting \n\nLINCS L1000 website \n\nhttps://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data \nCellNet website: http://texascellnet.com/ \n\nSingle Cell Analysis Forum \n\nhttps://singlecellsoftware.com/forum \n\nSingle Cell Twitter community\n\n https://twitter.com/scell_papers?lang=en \n\nSingle Cell Gene Expression Analysis by GenePattern\n\nhttps://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/ \n\nSingle Cell RNA Sequencing (scRNA-seq) by FlowJo\n\nhttps://www.flowjo.com/learn/flowjo-university/seqgeq \n\nMachine Learning for Single Cell Data Analysis by Broad Institute\n\nhttps://broadinstitute.github.io/2020_scWorkshop/ \n\nSingle-Cell Analysis for Drug Discovery by Cellarity\n\nhttps://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior.",
      "votes": null
    },
    {
      "id": "2506616",
      "postDate": "10/31/2023 12:38:32",
      "content": "<p>Thank you for sharing. Could you recommend some of the best notebooks for competition learning?</p>",
      "rawMarkdown": "Thank you for sharing. Could you recommend some of the best notebooks for competition learning?",
      "votes": null
    },
    {
      "id": "2506628",
      "postDate": "10/31/2023 12:46:06",
      "content": "<p><a href=\"https://github.com/asncd/MIMOSCA\" target=\"_blank\">https://github.com/asncd/MIMOSCA</a> </p>\n<p><a href=\"https://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full\" target=\"_blank\">https://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full</a> </p>\n<p><a href=\"https://github.com/theislab/scgen\" target=\"_blank\">https://github.com/theislab/scgen</a> </p>",
      "rawMarkdown": "https://github.com/asncd/MIMOSCA \n\nhttps://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full \n\nhttps://github.com/theislab/scgen",
      "votes": null
    },
    {
      "id": "2506630",
      "postDate": "10/31/2023 12:46:30",
      "content": "<p>You can take sample ideas from above links </p>",
      "rawMarkdown": "You can take sample ideas from above links",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2506616,
      "author_name": "",
      "author_url": "",
      "post_date": "10/31/2023 12:38:32",
      "content": "<p>Thank you for sharing. Could you recommend some of the best notebooks for competition learning?</p>",
      "votes": null,
      "replies": [
        {
          "id": 2506628,
          "author_name": "kopyaesonephyo",
          "author_url": "",
          "post_date": "10/31/2023 12:46:06",
          "content": "<p><a href=\"https://github.com/asncd/MIMOSCA\" target=\"_blank\">https://github.com/asncd/MIMOSCA</a> </p>\n<p><a href=\"https://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full\" target=\"_blank\">https://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full</a> </p>\n<p><a href=\"https://github.com/theislab/scgen\" target=\"_blank\">https://github.com/theislab/scgen</a> </p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 2506630,
          "author_name": "kopyaesonephyo",
          "author_url": "",
          "post_date": "10/31/2023 12:46:30",
          "content": "<p>You can take sample ideas from above links </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2506612": "I have collected some useful information for domain knowledge about this competition. I hope this will help you a lot. Good Luck \n\nSingle Cell Portal\n\n - https://singlecell.broadinstitute.org/  \n\nCell Painting website\n\n https://jump-cellpainting.broadinstitute.org/cell-painting \n\nLINCS L1000 website \n\nhttps://lincsproject.org/LINCS/tools/workflows/find-the-best-place-to-obtain-the-lincs-l1000-data \nCellNet website: http://texascellnet.com/ \n\nSingle Cell Analysis Forum \n\nhttps://singlecellsoftware.com/forum \n\nSingle Cell Twitter community\n\n https://twitter.com/scell_papers?lang=en \n\nSingle Cell Gene Expression Analysis by GenePattern\n\nhttps://www.rna-seqblog.com/genepattern-notebook-for-analysis-and-exploration-of-single-cell-transcriptomic-data/ \n\nSingle Cell RNA Sequencing (scRNA-seq) by FlowJo\n\nhttps://www.flowjo.com/learn/flowjo-university/seqgeq \n\nMachine Learning for Single Cell Data Analysis by Broad Institute\n\nhttps://broadinstitute.github.io/2020_scWorkshop/ \n\nSingle-Cell Analysis for Drug Discovery by Cellarity\n\nhttps://cellarity.com/news/cellarity-releases-novel-open-source-single-cell-dataset-and-invites-the-machine-learning-and-computational-biology-communities-to-develop-new-algorithms-capable-of-learning-fundamental-rules-of-cell-behavior.",
    "2506616": "Thank you for sharing. Could you recommend some of the best notebooks for competition learning?",
    "2506628": "https://github.com/asncd/MIMOSCA \n\nhttps://www.biorxiv.org/content/10.1101/2022.07.31.502173v3.full \n\nhttps://github.com/theislab/scgen",
    "2506630": "You can take sample ideas from above links"
  },
  "source": "meta"
}