{
  "id": 48266,
  "title": "Possibilities for the experimental test set",
  "url": "/competitions/data-science-bowl-2018/discussion/48266",
  "author_name": "",
  "post_date": "2018-01-25T13:36:42.679745200Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Many people have posted comments on the experimental test set. So far I know for sure we will have a strong possibility of stain colors. </p>\n\n<blockquote>\n  <p>Changes in stain colors are quite common in biology, for example, so you should expect images with different color schemes.</p>\n</blockquote>\n\n<p>I don't believe there will be different microscopy types on the test set, but I could be wrong.\nI hope others will comment on their thoughts on the test set, or even good ways to augmentation our data to generalize better.</p>",
  "messages": [
    {
      "id": "273909",
      "postDate": "01/25/2018 13:36:42",
      "content": "<p>Many people have posted comments on the experimental test set. So far I know for sure we will have a strong possibility of stain colors. </p>\n\n<blockquote>\n  <p>Changes in stain colors are quite common in biology, for example, so you should expect images with different color schemes.</p>\n</blockquote>\n\n<p>I don't believe there will be different microscopy types on the test set, but I could be wrong.\nI hope others will comment on their thoughts on the test set, or even good ways to augmentation our data to generalize better.</p>",
      "rawMarkdown": "Many people have posted comments on the experimental test set. So far I know for sure we will have a strong possibility of stain colors. \n\n&gt; Changes in stain colors are quite common in biology, for example, so you should expect images with different color schemes.\n\nI don't believe there will be different microscopy types on the test set, but I could be wrong.\nI hope others will comment on their thoughts on the test set, or even good ways to augmentation our data to generalize better.",
      "votes": null
    },
    {
      "id": "273963",
      "postDate": "01/25/2018 15:33:37",
      "content": "<p>I’ve been using <a href=\"https://www.thermofisher.com/us/en/home/life-science/lab-data-management-analysis-software/lab-apps/cell-staining-tool.html\">ThermoFisher’s Cell Staining Simulation Tool</a>. It’s fantastic for visualizing different staining permutations.</p>",
      "rawMarkdown": "I’ve been using [ThermoFisher’s Cell Staining Simulation Tool][1]. It’s fantastic for visualizing different staining permutations.\n\n[1]: https://www.thermofisher.com/us/en/home/life-science/lab-data-management-analysis-software/lab-apps/cell-staining-tool.html",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 273963,
      "author_name": "agoodman",
      "author_url": "",
      "post_date": "01/25/2018 15:33:37",
      "content": "<p>I’ve been using <a href=\"https://www.thermofisher.com/us/en/home/life-science/lab-data-management-analysis-software/lab-apps/cell-staining-tool.html\">ThermoFisher’s Cell Staining Simulation Tool</a>. It’s fantastic for visualizing different staining permutations.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "273909": "Many people have posted comments on the experimental test set. So far I know for sure we will have a strong possibility of stain colors. \n\n&gt; Changes in stain colors are quite common in biology, for example, so you should expect images with different color schemes.\n\nI don't believe there will be different microscopy types on the test set, but I could be wrong.\nI hope others will comment on their thoughts on the test set, or even good ways to augmentation our data to generalize better.",
    "273963": "I’ve been using [ThermoFisher’s Cell Staining Simulation Tool][1]. It’s fantastic for visualizing different staining permutations.\n\n[1]: https://www.thermofisher.com/us/en/home/life-science/lab-data-management-analysis-software/lab-apps/cell-staining-tool.html"
  },
  "source": "meta"
}