A shared API for binary quadratic model samplers.
Project description
dimod
dimod is a shared API for binary quadratic samplers. It provides a binary quadratic model (BQM) class that contains Ising and quadratic unconstrained binary optimization (QUBO) models used by samplers such as the D-Wave system. It also provides utilities for constructing new samplers and composed samplers.
Example Usage
This example constructs a simple QUBO and converts it to Ising format.
>>> import dimod >>> bqm = dimod.BinaryQuadraticModel({0: -1, 1: -1}, {(0, 1): 2}, 0.0, dimod.BINARY) # QUBO >>> bqm_ising = bqm.to_qubo()
See the documentation for more examples.
Installation
Compatible with Python 2 and 3:
pip install dimod
To install with optional components:
pip install dimod[all]
To install from source:
pip install -r requirements.txt
python setup.py install
License
Released under the Apache License 2.0. See LICENSE file.
Contribution
See CONTRIBUTING.rst file.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for dimod-0.6.3-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1f52e3db377160e4509f4277f9a51776f8a9aa88971a18d3840c1a02c4321b3d |
|
MD5 | b13f886ffa735c0965dfd89c51e0ea5b |
|
BLAKE2b-256 | 2ebfe9847b81eda52c18ab0dac0c8a955ab7ab77f2f0a8a6e83eeb123164f6e1 |