drckf / mlreview_notebooks
Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"
☆186Updated 3 years ago
Alternatives and similar repositories for mlreview_notebooks:
Users that are interested in mlreview_notebooks are comparing it to the libraries listed below
- Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."☆68Updated 5 years ago
- Code for "Machine Learning for Physicists" lecture series by Florian Marquardt☆289Updated 7 months ago
- Computational Physics☆146Updated 2 years ago
- A simple neural network solver for the 1-D Schrödinger equation.☆43Updated 7 years ago
- Assortment of code for model systems in computational physics. github.com/rajeshrinet/compPhy☆75Updated 2 years ago
- Machine Learning in Condensed Matter Physics 2019 course repository☆61Updated 5 years ago
- Statistical Mechanics 2D Ising Model Simulations☆95Updated 10 years ago
- ☆173Updated last year
- Code to go along the lecture course "Advanced Machine Learning for Physics, Science, and Artificial Scientific Discovery"☆52Updated 5 months ago
- A survey of computational physics problems in Python. Includes quantum mechanics, electrostatics, ODEs, PDEs, Monte Carlo, Fourier analy…☆58Updated 9 years ago
- My notes from Advanced Quantum Theory (taught by Tobias Osborne). This course covers the mathematical formalism and physics of many-parti…☆41Updated 3 years ago
- Lecture notes transcribed from course (Youtube videos) given by by Dr. Tobias Osborne.☆113Updated 3 years ago
- Course at the graduate level on Quantum mechanics for many-particle systems. The link to lecture notes in the form of a jupyter-book is …☆47Updated 2 months ago
- Tutorials for the lecture "Computational Methods in Many-Body Physics"☆67Updated 4 years ago
- ☆80Updated last year
- ☆112Updated 7 years ago
- Tutorials for a mini course in machine learning and quantum physics☆42Updated 5 years ago
- University of Chicago PHYS 250 Computational Physics software repository☆28Updated 3 months ago
- Source for The Tensor Network open-source review article☆157Updated last week
- This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor …☆63Updated 5 months ago
- Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/…☆186Updated this week
- Sharp-looking Feynman diagrams in python☆71Updated 3 weeks ago
- Exercises and notes for N.G. Van Kampen's Stochastic Processes in Physics and Chemistry☆35Updated 4 months ago
- Machine learning–based inference toolkit for particle physics☆86Updated 3 months ago
- The repository contains Jupyter notebooks for hands-on tutorials organized within the Summer School: Machine Learning for Quantum Physics…☆38Updated 3 months ago
- Create an open-source library in Python for your scientific research.☆87Updated last year
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆91Updated 6 months ago
- Machine learning for physicists☆119Updated last year
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆59Updated last week
- Codes, tutorials and other resources associated with the textbook "Numerical Methods in Physics with Python" by Alex Gezerlis☆67Updated last year