Shmoo137/uczenie-maszynowe-2021-22

Stars
1
Language
Jupyter Notebook
Created about 3 years ago
Updated almost 3 years ago

Shmoo137/uczenie-maszynowe-2021-22

Shmoo137

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repozytorium do ćwiczeń z Uczenia maszynowego (1100-3BN17, Wydział Fizyki UW) w semestrze zimowym 2021/22.

SummerSchool2021_MLinQuantum

The repository contains Jupyter notebooks for hands-on tutorials organized within the Summer School: Machine Learning for Quantum Physics and Chemistry (24th August - 3rd September 2021, Warsaw).

Jupyter Notebook

Lecture-Notes

Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"

Jupyter Notebook

Interpretable-Phase-Classification

The repository accompanying the research paper "Phase Detection with Neural Networks: Interpreting the Black Box" by A. Dawid, P. Huembeli, M. Tomza, M. Lewenstein, and A. Dauphin

Jupyter Notebook

Hessian-Based-Toolbox

The repository accompanying the research paper "Hessian-based toolbox for more reliable and interpretable machines learning physics" by A. Dawid, P. Huembeli, M. Tomza, M. Lewenstein, and A. Dauphin

Jupyter Notebook

Detection-Of-Laser-Cooled-Molecules

The repository accompanying the research paper "Automated detection of laser cooling schemes for ultracold molecules" by A. Dawid, N. Bigagli, D. W. Savin, and S. Will

Two-Molecules-1D-Trap

The repository accompanying the research papers: (1) "Two interacting ultracold molecules in a one-dimensional harmonic trap" by A. Dawid, M. Lewenstein, & M. Tomza, (2) "Magnetic properties and quench dynamics of two interacting ultracold molecules" by A. Dawid & M. Tomza

Hessian-and-Decision-Boundary

The repository accompanying the research paper "Unveiling the Hessian’s Connection to the Decision Boundary" by M. Sabanayagam, F. Behrens, U. Adomaityte, and A. Dawid