tkrivachy / neural-network-for-nonlocality-in-networks
Code for the work in: https://www.nature.com/articles/s41534-020-00305-x Basically a generative neural network to tackle the classical causal inference problem encountered in quantum network nonlocality.
☆11Updated 2 years ago
Alternatives and similar repositories for neural-network-for-nonlocality-in-networks:
Users that are interested in neural-network-for-nonlocality-in-networks are comparing it to the libraries listed below
- gradient based training of Quantum Circuit Born Machine☆43Updated 5 years ago
- Quantum state tomography with conditional generative adversarial networks☆33Updated 2 years ago
- ML-Based Quantum Error Decoder☆13Updated 6 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- ☆29Updated 6 years ago
- Quantum error correction code AI-discovery with Jax☆27Updated 2 months ago
- Decoders for fault tolerant quantum computation via deepQ reinforcement learning☆46Updated 2 years 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
- Neural Network Decoders for Quantum Error Correcting Codes☆32Updated 7 years ago
- A machine learning algorithm for topological quantum compiling☆30Updated 4 years ago
- The project codes associated with quantum Wasserstein GAN☆51Updated 4 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆33Updated 4 years ago
- Tools for optimizing quantum circuits and for performing rescaling-based error mitigation.☆10Updated 2 years ago
- Using very few experiments to efficiently learn an approximate model of an n-qubit quantum process.☆15Updated last year
- Code for predicting ground states and classifying phases of matter☆29Updated 2 years ago
- ☆9Updated 4 years ago
- Neural-network quantum state reconstruction (Qubits/Spin-1/2)☆12Updated 6 years ago
- Efficient MATLAB routines for quantum tomography☆24Updated 7 years ago
- Neural network decoder for large distance toric code☆12Updated 5 years ago
- ☆39Updated 5 years ago
- Code for the paper "Tensor Networks for Maching Learning"☆17Updated 5 years ago
- Simulating Sycamore quantum circuits classically using tensor network algorithm.☆59Updated last year
- ☆38Updated 3 years ago
- Code that was used to generate the results for the publication 'Implementing a distance-based classifier with a quantum interference circ…☆15Updated 6 years ago
- Optimize QAOA circuits for graph maxcut using tensorflow☆30Updated 6 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆47Updated 4 years ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆36Updated 10 months ago
- ☆11Updated 5 years ago
- Preparing Matrix Product State in Qiskit☆27Updated last year
- Quantum tomography on optical two qubit states☆11Updated 4 years ago