https://github.com/pulkin/mps-tensorflow
An example of definition and minimization of an MPS ansatz using tensorflow
https://github.com/pulkin/mps-tensorflow
ising-spin-models machine-learning physics physics-simulation python tensorflow
Last synced: about 2 months ago
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An example of definition and minimization of an MPS ansatz using tensorflow
- Host: GitHub
- URL: https://github.com/pulkin/mps-tensorflow
- Owner: pulkin
- Created: 2017-06-21T13:14:54.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2018-03-19T22:39:30.000Z (over 8 years ago)
- Last Synced: 2025-02-05T20:03:14.219Z (over 1 year ago)
- Topics: ising-spin-models, machine-learning, physics, physics-simulation, python, tensorflow
- Language: Python
- Size: 2.93 KB
- Stars: 2
- Watchers: 3
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# mps-tensorflow
This example demonstrates how to define the matrix product quantum mechanical state
(MPS) ansatz of the Ising spin-1/2 model and to minimize it using [tensorflow](https://www.tensorflow.org).
## Reqirements
Python and tensorflow
## Installation
None required
## Run
```bash
./ising.py
```