sss441803 / QTensorAI
A hybrid quantum-classical neural network simulation platform. Quantum simulation uses QTensor, a state-of-the-art tensor network-based simulator that usually has linear complexity in the number of qubits for shallow circuits, instead of exponential complexity. This opens up the possibility to simulate large hybrid models with many qubits. The h…
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for QTensorAI
- ☆18Updated 3 years ago
- Gradient-descent quantum process tomography by learning Kraus operators☆19Updated 2 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆33Updated 3 years ago
- Python framework for the reverse engineering of Hamiltonian models of quantum systems through machine learning.☆20Updated last year
- Unfolding with quantum computing.☆15Updated 2 years ago
- A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.☆43Updated 2 years ago
- Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.☆11Updated 3 months ago
- The PennyLane-Qulacs plugin integrates the Qulacs quantum computing framework with PennyLane's quantum machine learning capabilities.☆30Updated last week
- Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"☆31Updated last year
- Quantum Autoencoder Implementation using Forest and OpenFermion☆21Updated 6 years ago
- Quantum Circuit Learning☆13Updated 5 years ago
- Riemannian optimization for quantum technologies☆57Updated last year
- A machine learning algorithm for topological quantum compiling☆30Updated 4 years ago
- Quantum circuit on top of tensor network. This version is archived, latest open source version release is at https://github.com/tensorcir…☆29Updated 2 months ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆31Updated last year
- Matrix Product States on NISQ quantum computers☆28Updated 3 years ago
- Python module for parallel distributed memory simulation and design of Quantum Variational Algorithms.☆17Updated 3 months ago
- A collection of distributed algorithms for the full-state simulation of digital quantum statevectors and density matrices☆14Updated 3 months ago
- Julia package to perform quantum state and process tomography☆31Updated 3 years ago
- Package for using Matrix Product States (MPS) to simulate quantum circuits.☆15Updated 4 years ago
- ☆39Updated 5 years ago
- ☆52Updated last month
- Code for predicting ground states and classifying phases of matter☆28Updated 2 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆33Updated last year
- Code for implementing the quantum log-likelihood using PennyLane and TensorFlow.☆11Updated 4 years ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆29Updated 7 months ago
- Our LLM for Rydberg atom physics☆34Updated 4 months ago
- Mathematica package for calculating polynomial integrals over the unitary group☆13Updated 4 years ago
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- ☆19Updated 4 months ago