sraeisi / Machine_Learning_Physics_Winter20
This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-20 semester. For more information, see the course page at
☆17Updated last month
Alternatives and similar repositories for Machine_Learning_Physics_Winter20:
Users that are interested in Machine_Learning_Physics_Winter20 are comparing it to the libraries listed below
- A project on Fourier grid Hamiltonian method and Quantum Monte Carlo method☆16Updated 8 years ago
- ☆25Updated 5 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- Tensor-network based package for efficient quantum metrology computations.☆12Updated 3 years ago
- Tutorials for a mini course in machine learning and quantum physics☆41Updated 5 years ago
- Solving an Analytic Continuation problem with a deep Artificial Neural Network (ANN)☆20Updated 5 years ago
- Python interface for the Quantum Exact Simulation Toolkit (QuEST)☆19Updated 3 weeks ago
- This repository contains lectures on Many-body physics and Machine Learning☆13Updated 3 years ago
- Bootstrapping matrix quantum mechanics☆15Updated 5 years ago
- ☆24Updated 2 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"☆20Updated 6 months ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- Machine Learning in Condensed Matter Physics 2019 course repository☆61Updated 5 years ago
- Code repository for the ITensor based Open DMRG algorithm.☆16Updated last year
- ☆17Updated 3 years ago
- ☆10Updated 5 years ago
- Density Matrix Renormalization Group (DMRG) in Python☆27Updated 13 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 10 months ago
- Quantum ground states from Reinforcement Learning☆15Updated 4 years ago
- Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.☆34Updated 6 months ago
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Updated 3 years ago
- The PyFlow package is a Python implementation of the flow equation method for approximately diagonalising large many-body quantum systems…☆24Updated last year
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆23Updated 2 years ago
- Julia package for the quantum cluster theories in condensed matter physics, including cluster perturbation theory (CPT), variational clus…☆11Updated 2 years ago
- QHACK: The Quantum Machine Learning Hackathon☆29Updated 5 years ago
- A package for quantum estimation.☆17Updated 2 years ago