FlorianMarquardt / advanced_machine_learningLinks
Code to go along the lecture course "Advanced Machine Learning for Physics, Science, and Artificial Scientific Discovery"
☆54Updated 10 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
Sorting:
- This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-20 semest…☆20Updated 4 months ago
- Official Repository for Machine Learning class - Physics Without Frontiers 2021☆41Updated 2 years ago
- Coding exercises for UPC QML course☆16Updated 4 years ago
- Python interface for the Quantum Exact Simulation Toolkit (QuEST)☆19Updated 3 months ago
- Solving PDEs with quantum algorithms: A tutorial at IEEE QCE 2023☆21Updated last year
- The repository contains Jupyter notebooks for hands-on tutorials organized within the Summer School: Machine Learning for Quantum Physics…☆40Updated last month
- Website of the Machine Learning and the Physical Sciences workshop at NeurIPS conference☆19Updated 5 months ago
- A project on Fourier grid Hamiltonian method and Quantum Monte Carlo method☆16Updated 8 years ago
- The book: Practice exams in Quantum Computing for graduate students.☆22Updated 3 years ago
- Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"☆199Updated 4 years ago
- TensorFlow linear-algebra backend for QuTiP☆16Updated last year
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆49Updated 4 years ago
- Examples for running TeNPy☆15Updated 9 months ago
- ☆12Updated 3 years ago
- This is to facilitate the “Machine Learning in Physics” course that I am teaching at Sharif University of Technology for winter-19 semest…☆63Updated last month
- Code for "Machine Learning for Physicists" lecture series by Florian Marquardt☆308Updated 2 months ago
- Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"☆21Updated last month
- Simulating quantum circuits with JAX☆67Updated 4 months ago
- Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."☆69Updated 5 years ago
- A repository of codes for computational physics in Python.☆24Updated 2 years ago
- ☆44Updated 2 years ago
- ⚛️ 👨🏫 📚 A two-week intensive Summer School on Quantum Computing from IBM Quantum, using mostly the features of the IBM's Qiskit libra…☆25Updated last year
- ☆23Updated 3 years ago
- physics meets neural networks☆98Updated 6 years ago
- Meta-VQE data and examples repository☆11Updated 4 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- Material on Machine Learning methods applied to Physics analysis, with an emphasis on Regression and Deep Learning Methods. https://comp…☆20Updated 2 years ago
- Anomaly detection on a quantum computer using Qiskit☆24Updated 3 years ago
- Codes, tutorials and other resources associated with the textbook "Numerical Methods in Physics with Python" by Alex Gezerlis☆73Updated 2 years ago
- Tensor-Based Quantum Machine Learning☆121Updated 2 years ago