混合密度网络(Mixture Density Networks)原理及应用汇总

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  1. Mixture Density Networks with TensorFlow
    MDN的原理及在tensorflow中的简单应用
  2. Mixture Density Networks for Galaxy distance determination in TensorFlow
    MDN解决天文学的星体测距问题
  3. Applying Deep Learning to Basketball Trajectories
    MDN解决篮球轨迹预测问题
    代码 :https://github.com/RobRomijnders/RNN_basketball
    论文: http://www.large-scale-sports-analytics.org/Large-Scale-Sports-Analytics/Submissions_files/paperID07.pdf

    5

  4. Handwriting generating with RNN
    RNN+MDN生成手写数字
    代码: https://github.com/rndbrtrnd/kadenze-deep-creative-apps/blob/master/final-project/glyphs-rnn.ipynb
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