qpiai-opt-api 1.0.5

QpiAI-Opt-API is a an interface python package to access QpiAI-Opt solvers on cloud

qpiai-opt-api

qpiai-opt-api provides a python package to interface with the qpiai-opt solver on the cloud to solve NP-Hard Combinatorial problems.

QpiAI-Opt is a high-level optimization library to solve NP-Hard (combinatorial) problems. We provide access to our solvers through QpiAI-Opt API to access four base class problems (that have real-world applications):

1. Maximum Cut

2. Minimum Vertex Cover

3. Maximum Independent Set

4. Number Partition

QpiAI-Opt API also provides a QUBO design engine to express a general QUBO problem and solve it with our solver.

Installation steps

1. Install the latest version of the project from: https://pypi.org/project/qpiai-opt-api/1.0.1/ You can use the following command to install.

   pip install qpiai-opt-api==1.0.1

2. Install the dependencies from requirements.txt

   pip install networkx

   pip install requests

3. You are ready to access the solvers using the url and access token. Refer to the below tutorial to get started.

4. In order to use the wrappers for dwave and qiskit support, install the following dependencies. pip install qiskit

   pip install qiskit[optimization]

   pip install 'qiskit-optimization[cplex]

   pip install dimod

   pip install dwave-neal

What's new?

We have added dwave and qiskit wrappers to solve the qubo problem on both the platforms, besides qpiai_opt's solver. Refer to documentaion for more info.

You can also refer to the below turorials to get started with qpiai_opt and its wrappers to solve on supported platforms.

Tutorials

Refer to QpiAI-API tutorials

MIT License

Copyright (c) 2022 Sagar B Dollin, QpiAI India Private Limited

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.