FlorianMarquardt / advanced_machine_learning
Code to go along the lecture course "Advanced Machine Learning for Physics, Science, and Artificial Scientific Discovery"
☆52Updated 5 months ago
Alternatives and similar repositories for advanced_machine_learning:
Users that are interested in advanced_machine_learning are comparing it to the libraries listed below
- The repository contains Jupyter notebooks for hands-on tutorials organized within the Summer School: Machine Learning for Quantum Physics…☆38Updated 3 months ago
- ☆40Updated 2 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆46Updated 4 years ago
- Official Repository for Machine Learning class - Physics Without Frontiers 2021☆41Updated last year
- ORCA's QUBO solver running on a simulated PT-Series☆13Updated 3 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- Our LLM for Rydberg atom physics☆36Updated 7 months ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆75Updated 8 months ago
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆25Updated 3 years ago
- Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"☆19Updated 3 months ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆33Updated 4 years ago
- Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"☆33Updated 2 years ago
- Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks☆20Updated 5 months ago
- 🔎 Neural Network Quantum State Tomography (based on https://www.nature.com/articles/s41567-018-0048-5)☆22Updated 6 years ago
- gradient based training of Quantum Circuit Born Machine☆43Updated 5 years ago
- TensorFlow linear-algebra backend for QuTiP☆16Updated 10 months ago
- Unfolding with quantum computing.☆15Updated 2 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- A Tutorial on Optimal Control and Reinforcement Learning methods for Quantum Technologies, notebooks☆13Updated 9 months ago
- Quantum state tomography with conditional generative adversarial networks☆33Updated 2 years ago
- ☆11Updated 3 years ago
- Materials and notebooks for my first lecture series at TRIUMF, "An introduction to quantum computing and quantum annealing".☆30Updated 3 years ago
- Algorithms for optimization tasks (operations research)☆15Updated last year
- Jupyter-notebooks for the course Advanced Computational Methods in Physics 2024: Quantum many-body and tensor networks (Aalto University)☆13Updated last month
- Entanglement-based datasets and generators for quantum machine learning☆23Updated 2 years ago
- Solving an Analytic Continuation problem with a deep Artificial Neural Network (ANN)☆20Updated 5 years ago
- Riemannian optimization for quantum technologies☆56Updated last year
- A collection of lectures and tutorials☆18Updated 8 months ago
- Examples for running TeNPy☆13Updated 4 months ago
- This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-20 semest…☆17Updated 3 years ago