Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"
☆204Apr 13, 2021Updated 4 years ago
Alternatives and similar repositories for mlreview_notebooks
Users that are interested in mlreview_notebooks are comparing it to the libraries listed below
Sorting:
- ☆11Dec 6, 2021Updated 4 years ago
- Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."☆75Oct 15, 2019Updated 6 years ago
- Jupyter-notebooks for the course Advanced Computational Methods in Physics 2024: Quantum many-body and tensor networks (Aalto University)☆25Oct 15, 2025Updated 5 months ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆101May 30, 2025Updated 9 months ago
- Solving two-dimensional spin models with tensor networks (powered by PyTorch)☆98Feb 1, 2026Updated last month
- Machine Learning: a New Toolbox for Theoretical Physics (Advanced Topics in Theoretical Physics course)☆13Dec 9, 2019Updated 6 years ago
- Exact diagonalization of Fermi-Hubbard and spin models on a lattice☆11Apr 17, 2024Updated last year
- Unsupervised learning and generative models in python/pytorch.☆117Nov 21, 2022Updated 3 years ago
- INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker☆14May 26, 2019Updated 6 years ago
- PhysicsML Blog☆28Jun 2, 2021Updated 4 years ago
- Computational Physics codes☆65Jan 19, 2023Updated 3 years ago
- My humble attempt to use Python and the package EinsteinPy to derive the field equations for various metrics. For explicit examples that…☆10Jan 31, 2022Updated 4 years ago
- Code for "Machine Learning for Physicists" lecture series by Florian Marquardt☆327May 5, 2025Updated 10 months ago
- Package for analytic continuation of many-body Green's functions☆46Feb 11, 2026Updated last month
- Announcements and nodes for my 2018 course in Computational Physics☆59Nov 30, 2018Updated 7 years ago
- Random unitary time evolution plus projective measurement in the one-dimensional quantum circuit model☆13May 12, 2020Updated 5 years ago
- ☆13Oct 23, 2022Updated 3 years ago
- This repository provides the videos that accompany the paper: Deep Reinforcement Learning Control of Quantum Cartpoles☆10May 22, 2020Updated 5 years ago
- GW polarization parameterizations and corresponding Jacobians.☆12Sep 26, 2023Updated 2 years ago
- Python tools for mean-field Hubbard models☆26Mar 7, 2026Updated 2 weeks ago
- Python-based tool to calculate instantaneous interfaces and concentration/orientation profiles from molecular simulation trajectories in …☆12Nov 5, 2019Updated 6 years ago
- Tutorials to Tensor Network Toycodes and TeNPy with toycodes☆13May 12, 2024Updated last year
- Neutrino Decoupling Beyond the Standard Model☆15Feb 9, 2026Updated last month
- Jupyter notebook with a didactic implementation of DMRG.☆19Mar 10, 2023Updated 3 years ago
- ☆12Jun 28, 2019Updated 6 years ago
- Sample codes for the PEPS excitation using generating function☆12Feb 16, 2026Updated last month
- Distributed Memory DMRG with ITensor like interface. Uses CTF for dense/sparse tensors manipulation; HDF5 storage.☆11Oct 26, 2020Updated 5 years ago
- ☆17Oct 16, 2024Updated last year
- ☆26Nov 11, 2020Updated 5 years ago
- Notebooks to accompany our book "A guided Tour of Mathematical Methods for the Physical Sciences"☆11May 12, 2023Updated 2 years ago
- Index web site for reproduced papers☆16Mar 31, 2021Updated 4 years ago
- A matplotlib style sheet to help me spend less time editing figures for my manuscripts for Phys. Rev. D.☆30May 19, 2025Updated 10 months ago
- Exercise notebooks for the ML class I taught.☆12Jun 26, 2023Updated 2 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆26Jun 4, 2018Updated 7 years ago
- Continous time hybridization expansion quantum Monte Carlo in Julia☆14Oct 7, 2022Updated 3 years ago
- Website for Particle Physics Domain (UCSD Capstone)☆12Oct 23, 2021Updated 4 years ago
- Machine Learning for Physics and Astronomy☆67Aug 25, 2022Updated 3 years ago
- [deprecated] A python analysis framework for high energy physics☆11Apr 5, 2020Updated 5 years ago
- This git repository will serve as a companion to a forthcoming chapter in "Quantum Chemistry in the Age of Machine Learning"☆14Jul 22, 2024Updated last year