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

Posted 2022-11-01 蓝色荣誉

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
   .