Strangeworks Optimization
The Strangeworks Optimization SDK provides an abstraction layer for solving optimization problems using classical, quantum-inspired, and quantum solvers. It enables you to seamlessly switch between different optimization backends while maintaining a consistent interface.
Features
- Unified API for multiple optimization solvers (quantum, quantum-inspired, and classical)
- Support for multiple problem formats including QUBO, MPS, LP, and more
- Solver-agnostic interface that allows easy switching between providers
- Job management with status tracking and result retrieval
Installation
pip install strangeworks-optimization
Quick Start
import strangeworks as sw
from dimod import BinaryQuadraticModel
from strangeworks_optimization import StrangeworksOptimizer
# Authenticate with your API key
sw.authenticate("your-api-key")
# Create a QUBO model
linear = {1: -2, 2: -2, 3: -3, 4: -3, 5: -2}
quadratic = {(1, 2): 2, (1, 3): 2, (2, 4): 2, (3, 4): 2, (3, 5): 2, (4, 5): 2}
model = BinaryQuadraticModel(linear, quadratic, "BINARY")
# Create and run the optimizer with Quantagonia
optimizer = StrangeworksOptimizer(model=model, solver="quantagonia.qubo")
job = optimizer.run()
# Get results
results = optimizer.results(job.slug)
print(results.solution)
Documentation
Comprehensive documentation is available at docs.strangeworks.com/optimization.
The documentation includes:
- Getting started guides
- API reference
- Supported solvers and providers
- Problem format specifications
- Examples and tutorials
Supported Solvers
The SDK supports a wide range of optimization solvers including:
- Classical solvers: Gurobi, Quantagonia
- Quantum annealers: D-Wave Leap, D-Wave Sampler
- Quantum-inspired: Hitachi, NEC, Toshiba
- Hybrid solvers: D-Wave Hybrid, Strangeworks Hybrid
For a complete list and solver-specific configuration options, see the documentation.
Requirements
- Python 3.11 or higher
- A Strangeworks account and API key (Get started)
License
This project is licensed under the Apache License 2.0.
Support
For support, questions, or feature requests, please visit:
Metadata
Release files for strangeworks-optimization 0.2.44
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| strangeworks_optimization-0.2.44.tar.gz | 9.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| strangeworks_optimization-0.2.44-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 18.9 kB
Release files / strangeworks_optimization-0.2.44.tar.gz
| Download URL | strangeworks_optimization-0.2.44.tar.gz |
|---|---|
| Size | 9.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
297950af22692ab86a8173bddea37a8d92cf4cab35f9f082571db1e61ecb6852
|
|
BLAKE2b-256 checksum How to use checksums |
53f2656c1109ca88adb983dcacd98fcd3a7aba1a105d746f2346a7b696f17c32
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / strangeworks_optimization-0.2.44-py3-none-any.whl
| Download URL | strangeworks_optimization-0.2.44-py3-none-any.whl |
|---|---|
| Size | 9.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
84683ac053f615cd3f680fa1a3820dded55a798e96e8606ab9358be596875b7f
|
|
BLAKE2b-256 checksum How to use checksums |
b6e89ec13c7e4ca415801582faa885635794ea0c7e6b6ce355fb43f4ebdcbe3a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
