Plans for the week of February 10-14_澳门葡京手机版app下载

mhjensen
2025-02-12T21:20:08.613Z
type:structured-message
www.uio.no

Dear all and welcome back to FYS5429/9429.

Last week we started with scratching the surface of CNNs. This week we will go in more details into the math of CNNs and hopefully also start discussing implementations, either writing our own code or using Pytorch/Tensorflow. You will find examples of codes applied to the MNIST data set and other sets in the jupyter-notebook for this week.
We will finalize this topic next week and then start with RNNs.
We recommend using the jupyter-notebook since there are several code examples there. The file is at

https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/pub/week4/ipynb/week4.ipynb

The plan this week is to

-Discuss the basics and mathematics of Convolutional Neural Networks with code examples.

- We will also (during the lecture and the exercise session) present a summary of various project topics people have defined.&nbs...