introduction-to-deep-probabilistic-programming-with-pyro-pycon-taiwan-2019.json

{
  "description": "Day 2, R0 14:10\u201314:40\n\n\u672c\u8b1b\u984c\u5c07\u4ecb\u7d39\u6df1\u5ea6\u6a5f\u7387\u8a9e\u8a00(Deep Probabilistic Programming)\u7684\u6838\u5fc3\u6982\u5ff5\u8207\u7279\u6027\uff0c\u4e26\u5206\u4eab\u5982\u4f55\u4f7f\u7528Pyro\u4f86\u9ad4\u9a57\u6df1\u5ea6\u6a5f\u7387\u8a9e\u8a00\u6709\u8da3\u8207\u5f37\u5927\u4e4b\u8655\u3002\r\n\r\nPyro\u70ba\u57fa\u65bcPytorch\u4e4b\u4e0a\u6240\u958b\u767c\u7684\u6df1\u5ea6\u6a5f\u7387\u8a9e\u8a00(Deep Probabilistic Programming)\uff0c\u80fd\u5efa\u7acb\u8907\u96dc\u6a5f\u7387\u6a21\u578b\u4e26\u4f7f\u7528\u96a8\u6a5f\u8b8a\u5206\u4f30\u8a08(Stochastic Variational Inference)\u65b9\u6cd5\u65bcGPU\u4e0a\u9032\u884c\u5927\u898f\u6a21\u8a13\u7df4\uff0c\u672c\u8b1b\u984c\u6703\u5206\u4eab\u5be6\u4f5c\u6587\u672c\u5206\u6790LDA\u6a21\u578b\u3001\u8b8a\u5206\u81ea\u7de8\u78bc\u5668VAE\u5fc3\u5f97\u3002\n\nSlides: https://docs.google.com/presentation/d/1qOIqK5MmE-b43yTYgQL7b7Opu-AmkqGGCgmvgdHhqfg/edit?usp=sharing\n\nSpeaker: \u67ef\u7dad\u7136\n\n\u7a7f\u4e0a\u5236\u670d\u662f\u500b\u83dc\u9ce5\u8b66\u5b98\uff0c\u5fd9\u65bc\u52e4\u52d9\u8207\u8b66\u653f\u5de5\u4f5c\uff1b\u812b\u4e0b\u5236\u670d\u662f\u500b\u71b1\u611b\u7528\u6578\u64da\u8207\u7a0b\u5f0f\u89e3\u6c7a\u554f\u984c\u7684\u8cc7\u6599\u6230\u8b66\uff1b\u76ee\u524d\u670d\u52d9\u65bc\u65b0\u7af9\u5e02\u8b66\u5bdf\u5c40\uff0c\u4e26\u65bc\u4ea4\u901a\u5927\u5b78\u8cc7\u8a0a\u5de5\u7a0b\u7814\u7a76\u6240\u653b\u8b80\u535a\u58eb\u73ed\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u70ba\u6df1\u5ea6\u751f\u6210\u6a21\u578b\u3001\u6a5f\u7387\u6a21\u578b\u7b49\r\n\r\n\u6280\u8853\u90e8\u843d\u683c\uff1ahttps://odie2630463.github.io",
  "recorded": "2019-09-21",
  "speakers": [
    "\u67ef\u7dad\u7136"
  ],
  "thumbnail_url": "https://i.ytimg.com/vi/HKIjenYy4qw/hqdefault.jpg",
  "title": "Introduction to Deep Probabilistic Programming with Pyro",
  "videos": [
    {
      "type": "youtube",
      "url": "https://www.youtube.com/watch?v=HKIjenYy4qw"
    }
  ]
}