Plans for the week April 17-21 and rest of the semester

Dear all, since most of you seem to have chosen the project on deep learning, the remaining lectures will focus on generative models like Boltzmann machines as well as the implementation of neural networks. 

The lecture slides as a jupyter-notebook for the week of April 17-21 are at https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/pub/week13/ipynb/week13.ipynb

This week we will discuss the basics of Boltzmann machines.

For those of you interested in the variant with fermions only, the lecture notes at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/vmcdmc.html#vmc-for-fermions-efficient-calculation-of-slater-determinants

Best wishes to you all

Morten and Øyvind.

 

 

 

Published Apr. 20, 2023 5:06 AM - Last modified Apr. 20, 2023 5:06 AM