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Morten Hjorth-Jensen
2020-10-22 14:51:37 +02:00
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* Thursday: Wrapping up Recurrent Neural Networks and solving differential equations.
* Friday: Principal Component Analysis and Dimensionality Reduction
* Thursday: Wrapping up Recurrent Neural Networks and solving differential equations. "Video of Lecture October 22":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober22.mp4?vrtx=view-as-webpage"
* Friday: Principal Component Analysis and Dimensionality Reduction. "Video of Lecture October 23":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober23.mp4?vrtx=view-as-webpage"
We will also study the usage of "Autograd":"https://www.youtube.com/watch?v=fRf4l5qaX1M&ab_channel=AlexSmola" in computing gradients for deep learning. For the documentation of Autograd and examples see the lectures slides from "week 40":"https://compphysics.github.io/MachineLearning/doc/pub/week40/html/week40.html" and the "Autograd doucmentation":"https://github.com/HIPS/autograd".