Machine-learning-and-complex-systems / DPTLinks
☆15Updated 7 months ago
Alternatives and similar repositories for DPT
Users that are interested in DPT are comparing it to the libraries listed below
Sorting:
- ☆25Updated 3 years ago
- The code and supplemented documents for the paper "Quantum topology identification with deep neural networks and quantum walks" that will…☆9Updated 3 years ago
- Code repository for "Finding symmetry breaking order parameters with Euclidean Neural Networks"☆14Updated 4 years ago
- Controlled Online Optimization Learning (COOL): Finding the Ground State of Spin Hamiltonians with Reinforcement Learning (arXiv:2003.000…☆13Updated 4 years ago
- Bayesian tensor network☆21Updated 5 years ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- ☆37Updated last year
- Monte Carlo simulation of 2D Ising Model. Final project of the LoCP-A course during 2020/2021 at Unipd☆14Updated 3 years ago
- Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model☆29Updated 7 years ago
- ☆14Updated last year
- ☆25Updated 2 months ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆92Updated last week
- Reference implementation of "Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions" (ICLR, 2022) and "Sampling-f…☆31Updated 11 months ago
- Implementation of Quantum Graph Recurrent Neural Network (QGRNN)☆18Updated 4 years ago
- ☆31Updated 5 years ago
- ☆22Updated 7 months ago
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated 2 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated last year
- Code for predicting ground state properties using new ML model.☆11Updated last year
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆29Updated 3 months ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆19Updated 2 years ago
- ☆18Updated 5 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- A machine learning algorithm for topological quantum compiling☆32Updated 4 years ago
- Monte Carlo simulation on 2D XY-model☆25Updated 5 years ago
- Experiements on how conditional mutual information affects the performance of neural quantum states.☆13Updated 7 months ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆79Updated 5 years ago
- Our LLM for Rydberg atom physics☆35Updated 11 months ago
- Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO☆32Updated 5 years ago
- ESI-DCAFM-TACO-VDSP Summer School on "Machine Learning for Materials Hard and Soft"☆37Updated 2 years ago