{
  "id": 190705,
  "title": "Relevant Competition Resources",
  "url": "/competitions/predict-volcanic-eruptions-ingv-oe/discussion/190705",
  "author_name": "Balraj Ashwath",
  "post_date": "2020-10-13T04:30:22.065000",
  "votes": 35,
  "comment_count": 2,
  "views": 0,
  "content": "<h3>Relevant Research Papers:</h3>\n<ul>\n<li><a href=\"https://scholarworks.utep.edu/cs_techrep/1053/\" target=\"_blank\">Use of Machine Learning to Analyze and Hopefully Predict Volcano Activity</a></li>\n<li><a href=\"https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017GL074677\" target=\"_blank\">Machine Learning Predicts Laboratory Earthquakes</a><br>\n(Follow this <a href=\"https://scholar.google.com/scholar?hl=en&amp;as_sdt=0%2C5&amp;q=Volcanic+Eruption+Prediction+Machine+Learning&amp;btnG=\" target=\"_blank\">Google Scholar search</a> for more relevant papers)</li>\n</ul>\n<h3>Relevant Kaggle Datasets:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/smithsonian/volcanic-eruptions\" target=\"_blank\">Volcanic Eruptions in the Holocene Period</a></li>\n<li><a href=\"https://www.kaggle.com/texasdave/volcano-eruptions\" target=\"_blank\">Volcano Eruption Global Distribution</a></li>\n</ul>\n<h3>Similar Completed Kaggle Competitions:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/LANL-Earthquake-Prediction\" target=\"_blank\">LANL Earthquake Prediction</a></li>\n</ul>\n<h3>Helpful Kaggle Notebooks from <a href=\"https://www.kaggle.com/c/LANL-Earthquake-Prediction\" target=\"_blank\">LANL Earthquake Prediction</a>:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/allunia/shaking-earth\" target=\"_blank\">Shaking Earth</a></li>\n<li><a href=\"https://www.kaggle.com/artgor/earthquakes-fe-more-features-and-samples\" target=\"_blank\">Earthquakes FE. More features and samples</a></li>\n<li><a href=\"https://www.kaggle.com/gpreda/lanl-earthquake-eda-and-prediction\" target=\"_blank\">LANL Earthquake EDA and Prediction</a></li>\n<li><a href=\"https://www.kaggle.com/artgor/seismic-data-eda-and-baseline\" target=\"_blank\">Seismic data EDA and baseline</a></li>\n<li><a href=\"https://www.kaggle.com/inversion/basic-feature-benchmark\" target=\"_blank\">Basic Feature Benchmark</a></li>\n</ul>\n<h3>Relevant GitHub Repos:</h3>\n<ul>\n<li><a href=\"https://github.com/kaimibk/Thermal_Prediction\" target=\"_blank\">Thermal_Prediction</a></li>\n<li><a href=\"https://github.com/ddempsey/whakaari\" target=\"_blank\">Whakaari</a></li>\n</ul>",
  "messages": [
    {
      "id": 1047939,
      "postDate": "2020-10-13T04:30:22.067Z",
      "content": "<h3>Relevant Research Papers:</h3>\n<ul>\n<li><a href=\"https://scholarworks.utep.edu/cs_techrep/1053/\" target=\"_blank\">Use of Machine Learning to Analyze and Hopefully Predict Volcano Activity</a></li>\n<li><a href=\"https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017GL074677\" target=\"_blank\">Machine Learning Predicts Laboratory Earthquakes</a><br>\n(Follow this <a href=\"https://scholar.google.com/scholar?hl=en&amp;as_sdt=0%2C5&amp;q=Volcanic+Eruption+Prediction+Machine+Learning&amp;btnG=\" target=\"_blank\">Google Scholar search</a> for more relevant papers)</li>\n</ul>\n<h3>Relevant Kaggle Datasets:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/smithsonian/volcanic-eruptions\" target=\"_blank\">Volcanic Eruptions in the Holocene Period</a></li>\n<li><a href=\"https://www.kaggle.com/texasdave/volcano-eruptions\" target=\"_blank\">Volcano Eruption Global Distribution</a></li>\n</ul>\n<h3>Similar Completed Kaggle Competitions:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/LANL-Earthquake-Prediction\" target=\"_blank\">LANL Earthquake Prediction</a></li>\n</ul>\n<h3>Helpful Kaggle Notebooks from <a href=\"https://www.kaggle.com/c/LANL-Earthquake-Prediction\" target=\"_blank\">LANL Earthquake Prediction</a>:</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/allunia/shaking-earth\" target=\"_blank\">Shaking Earth</a></li>\n<li><a href=\"https://www.kaggle.com/artgor/earthquakes-fe-more-features-and-samples\" target=\"_blank\">Earthquakes FE. More features and samples</a></li>\n<li><a href=\"https://www.kaggle.com/gpreda/lanl-earthquake-eda-and-prediction\" target=\"_blank\">LANL Earthquake EDA and Prediction</a></li>\n<li><a href=\"https://www.kaggle.com/artgor/seismic-data-eda-and-baseline\" target=\"_blank\">Seismic data EDA and baseline</a></li>\n<li><a href=\"https://www.kaggle.com/inversion/basic-feature-benchmark\" target=\"_blank\">Basic Feature Benchmark</a></li>\n</ul>\n<h3>Relevant GitHub Repos:</h3>\n<ul>\n<li><a href=\"https://github.com/kaimibk/Thermal_Prediction\" target=\"_blank\">Thermal_Prediction</a></li>\n<li><a href=\"https://github.com/ddempsey/whakaari\" target=\"_blank\">Whakaari</a></li>\n</ul>",
      "rawMarkdown": "### Relevant Research Papers:\n- [Use of Machine Learning to Analyze and Hopefully Predict Volcano Activity](https://scholarworks.utep.edu/cs_techrep/1053/)\n- [Machine Learning Predicts Laboratory Earthquakes](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017GL074677)\n(Follow this [Google Scholar search](https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Volcanic+Eruption+Prediction+Machine+Learning&btnG=) for more relevant papers)\n\n### Relevant Kaggle Datasets:\n- [Volcanic Eruptions in the Holocene Period](https://www.kaggle.com/smithsonian/volcanic-eruptions)\n- [Volcano Eruption Global Distribution](https://www.kaggle.com/texasdave/volcano-eruptions)\n\n### Similar Completed Kaggle Competitions:\n- [LANL Earthquake Prediction](https://www.kaggle.com/c/LANL-Earthquake-Prediction)\n\n### Helpful Kaggle Notebooks from [LANL Earthquake Prediction](https://www.kaggle.com/c/LANL-Earthquake-Prediction):\n- [Shaking Earth](https://www.kaggle.com/allunia/shaking-earth)\n- [Earthquakes FE. More features and samples](https://www.kaggle.com/artgor/earthquakes-fe-more-features-and-samples)\n- [LANL Earthquake EDA and Prediction](https://www.kaggle.com/gpreda/lanl-earthquake-eda-and-prediction)\n- [Seismic data EDA and baseline](https://www.kaggle.com/artgor/seismic-data-eda-and-baseline)\n- [Basic Feature Benchmark](https://www.kaggle.com/inversion/basic-feature-benchmark)\n\n### Relevant GitHub Repos:\n- [Thermal_Prediction](https://github.com/kaimibk/Thermal_Prediction)\n- [Whakaari](https://github.com/ddempsey/whakaari)",
      "votes": 34
    },
    {
      "id": 1048114,
      "postDate": "2020-10-13T07:59:10.800Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 1049246,
      "postDate": "2020-10-14T08:54:07.500Z",
      "content": "<p>Thanks for the info.</p>",
      "rawMarkdown": "Thanks for the info.",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 1048114,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-10-13T07:59:10.800000",
      "content": "",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1049246,
      "author_name": "gaurav salwatkar",
      "author_url": "",
      "post_date": "2020-10-14T08:54:07.500000",
      "content": "<p>Thanks for the info.</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1047939": "### Relevant Research Papers:\n- [Use of Machine Learning to Analyze and Hopefully Predict Volcano Activity](https://scholarworks.utep.edu/cs_techrep/1053/)\n- [Machine Learning Predicts Laboratory Earthquakes](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017GL074677)\n(Follow this [Google Scholar search](https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Volcanic+Eruption+Prediction+Machine+Learning&btnG=) for more relevant papers)\n\n### Relevant Kaggle Datasets:\n- [Volcanic Eruptions in the Holocene Period](https://www.kaggle.com/smithsonian/volcanic-eruptions)\n- [Volcano Eruption Global Distribution](https://www.kaggle.com/texasdave/volcano-eruptions)\n\n### Similar Completed Kaggle Competitions:\n- [LANL Earthquake Prediction](https://www.kaggle.com/c/LANL-Earthquake-Prediction)\n\n### Helpful Kaggle Notebooks from [LANL Earthquake Prediction](https://www.kaggle.com/c/LANL-Earthquake-Prediction):\n- [Shaking Earth](https://www.kaggle.com/allunia/shaking-earth)\n- [Earthquakes FE. More features and samples](https://www.kaggle.com/artgor/earthquakes-fe-more-features-and-samples)\n- [LANL Earthquake EDA and Prediction](https://www.kaggle.com/gpreda/lanl-earthquake-eda-and-prediction)\n- [Seismic data EDA and baseline](https://www.kaggle.com/artgor/seismic-data-eda-and-baseline)\n- [Basic Feature Benchmark](https://www.kaggle.com/inversion/basic-feature-benchmark)\n\n### Relevant GitHub Repos:\n- [Thermal_Prediction](https://github.com/kaimibk/Thermal_Prediction)\n- [Whakaari](https://github.com/ddempsey/whakaari)",
    "1048114": "",
    "1049246": "Thanks for the info."
  }
}