{
  "id": 21709,
  "title": "Transfer Learning",
  "url": "/competitions/facebook-v-predicting-check-ins/discussion/21709",
  "author_name": "",
  "post_date": "2016-06-15T23:38:51.893Z",
  "votes": 1,
  "comment_count": 1,
  "views": 423,
  "content": "<p>I was reading a blog post about transfer learning for images, and I am wondering if anybody uses this technique for this problem? Is it possible / practical to transfer information learned from 1 grid cell in order to speed up training for other grid cells?</p>",
  "messages": [
    {
      "id": "124169",
      "postDate": "06/15/2016 23:38:51",
      "content": "<p>I was reading a blog post about transfer learning for images, and I am wondering if anybody uses this technique for this problem? Is it possible / practical to transfer information learned from 1 grid cell in order to speed up training for other grid cells?</p>",
      "rawMarkdown": "I was reading a blog post about transfer learning for images, and I am wondering if anybody uses this technique for this problem? Is it possible / practical to transfer information learned from 1 grid cell in order to speed up training for other grid cells?",
      "votes": null
    },
    {
      "id": "124198",
      "postDate": "06/16/2016 06:44:39",
      "content": "<p>Every place has own unique features. Maybe for example, in the trained grid cell the places are open between 9 am and 9 pm, but in the other cells between 1 am and 8 am. So, I think it is difficult to apply this method successfully, but it may worth to try it.</p>",
      "rawMarkdown": "Every place has own unique features. Maybe for example, in the trained grid cell the places are open between 9 am and 9 pm, but in the other cells between 1 am and 8 am. So, I think it is difficult to apply this method successfully, but it may worth to try it.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 124198,
      "author_name": "azsefi",
      "author_url": "",
      "post_date": "06/16/2016 06:44:39",
      "content": "<p>Every place has own unique features. Maybe for example, in the trained grid cell the places are open between 9 am and 9 pm, but in the other cells between 1 am and 8 am. So, I think it is difficult to apply this method successfully, but it may worth to try it.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "124169": "I was reading a blog post about transfer learning for images, and I am wondering if anybody uses this technique for this problem? Is it possible / practical to transfer information learned from 1 grid cell in order to speed up training for other grid cells?",
    "124198": "Every place has own unique features. Maybe for example, in the trained grid cell the places are open between 9 am and 9 pm, but in the other cells between 1 am and 8 am. So, I think it is difficult to apply this method successfully, but it may worth to try it."
  },
  "source": "meta"
}