Shmoo137/Hessian-and-Decision-Boundary Shmoo137/Hessian-and-Decision-Boundary

  • Stars
    star
    1
  • Language
    Python
  • License
    MIT License
  • Created over 1 year ago
  • Updated 8 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
Shmoo137/Hessian-and-Decision-Boundary
github

Shmoo137

Reviews

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

Repository Details

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

More Repositories

1

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
38
star
2

Lecture-Notes

Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"
Jupyter Notebook
19
star
3

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
8
star
4

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
5
star
5

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
Cypher
2
star
6

uczenie-maszynowe-2021-22

Repozytorium do ćwiczeń z Uczenia maszynowego (1100-3BN17, Wydział Fizyki UW) w semestrze zimowym 2021/22.
Jupyter Notebook
1
star
7

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
C++
1
star