{
  "id": 58521,
  "title": "Usable CUDA based implementation of DBSCAN?",
  "url": "/competitions/trackml-particle-identification/discussion/58521",
  "author_name": "",
  "post_date": "2018-06-09T16:18:12.149611500Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Has anyone found one of these?</p>",
  "messages": [
    {
      "id": "340569",
      "postDate": "06/09/2018 16:18:12",
      "content": "<p>Has anyone found one of these?</p>",
      "rawMarkdown": "Has anyone found one of these?",
      "votes": null
    },
    {
      "id": "340736",
      "postDate": "06/10/2018 06:47:59",
      "content": "<p>I'm just starting to understand the existing implementations of DBSCAN. Based on my limited understanding I'm guessing not likely.  at moment I'm trying to understand how the data can be preprocessed to suit a GPU based neural network. Outside my knowledge base. :)</p>\n\n<p>I'm not sure what to make of the imagenet proposal in this forum other than promising.</p>\n\n<p>scikitlearn based packages used are not implemented with CUDA.</p>\n\n<p><a href=\"http://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html\">http://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html</a>\n<a href=\"http://scikit-learn.org/stable/modules/neural_networks_supervised.html\">http://scikit-learn.org/stable/modules/neural_networks_supervised.html</a></p>\n\n<p>there is mention of a few packages here, I don't see them as replacing DBSCAN tho.\n<a href=\"http://fastml.com/running-things-on-a-gpu/\">http://fastml.com/running-things-on-a-gpu/</a></p>",
      "rawMarkdown": "I'm just starting to understand the existing implementations of DBSCAN. Based on my limited understanding I'm guessing not likely.  at moment I'm trying to understand how the data can be preprocessed to suit a GPU based neural network. Outside my knowledge base. :)\n\nI'm not sure what to make of the imagenet proposal in this forum other than promising.\n\nscikitlearn based packages used are not implemented with CUDA.\n\nhttp://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html\nhttp://scikit-learn.org/stable/modules/neural_networks_supervised.html\n\nthere is mention of a few packages here, I don't see them as replacing DBSCAN tho.\nhttp://fastml.com/running-things-on-a-gpu/",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 340736,
      "author_name": "bmatthewtaylor",
      "author_url": "",
      "post_date": "06/10/2018 06:47:59",
      "content": "<p>I'm just starting to understand the existing implementations of DBSCAN. Based on my limited understanding I'm guessing not likely.  at moment I'm trying to understand how the data can be preprocessed to suit a GPU based neural network. Outside my knowledge base. :)</p>\n\n<p>I'm not sure what to make of the imagenet proposal in this forum other than promising.</p>\n\n<p>scikitlearn based packages used are not implemented with CUDA.</p>\n\n<p><a href=\"http://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html\">http://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html</a>\n<a href=\"http://scikit-learn.org/stable/modules/neural_networks_supervised.html\">http://scikit-learn.org/stable/modules/neural_networks_supervised.html</a></p>\n\n<p>there is mention of a few packages here, I don't see them as replacing DBSCAN tho.\n<a href=\"http://fastml.com/running-things-on-a-gpu/\">http://fastml.com/running-things-on-a-gpu/</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "340569": "Has anyone found one of these?",
    "340736": "I'm just starting to understand the existing implementations of DBSCAN. Based on my limited understanding I'm guessing not likely.  at moment I'm trying to understand how the data can be preprocessed to suit a GPU based neural network. Outside my knowledge base. :)\n\nI'm not sure what to make of the imagenet proposal in this forum other than promising.\n\nscikitlearn based packages used are not implemented with CUDA.\n\nhttp://scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html\nhttp://scikit-learn.org/stable/modules/neural_networks_supervised.html\n\nthere is mention of a few packages here, I don't see them as replacing DBSCAN tho.\nhttp://fastml.com/running-things-on-a-gpu/"
  },
  "source": "meta"
}