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Flatiron Institute
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SummerSchool2021_MLinQuantum
SummerSchool2021_MLinQuantum PublicThe 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).
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Lecture-Notes
Lecture-Notes PublicRepository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"
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Interpretable-Phase-Classification
Interpretable-Phase-Classification PublicThe 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
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Hessian-Based-Toolbox
Hessian-Based-Toolbox PublicThe 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
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Two-Molecules-1D-Trap
Two-Molecules-1D-Trap PublicThe 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 qu…
C++
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uczenie-maszynowe-2021-22
uczenie-maszynowe-2021-22 PublicRepozytorium do ćwiczeń z Uczenia maszynowego (1100-3BN17, Wydział Fizyki UW) w semestrze zimowym 2021/22.
Jupyter Notebook 5
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