dimod
dimod is a shared API for samplers. It provides:
Classes for quadratic models—such as the binary quadratic model (BQM) class that contains Ising and QUBO models used by samplers such as the D-Wave quantum computer—and higher-order (non-quadratic) models.
Reference examples of samplers and composed samplers.
Abstract base classes for constructing new samplers and composed samplers.
>>> import dimod
...
>>> # Construct a problem
>>> bqm = dimod.BinaryQuadraticModel({0: -1, 1: 1}, {(0, 1): 2}, 0.0, dimod.BINARY)
...
>>> # Use dimod's brute force solver to solve the problem
>>> sampleset = dimod.ExactSolver().sample(bqm)
>>> print(sampleset)
0 1 energy num_oc.
1 1 0 -1.0 1
0 0 0 0.0 1
3 0 1 1.0 1
2 1 1 2.0 1
['BINARY', 4 rows, 4 samples, 2 variables]
For explanations of the terminology, see the Ocean glossary.
See the documentation for more examples.
Installation
Installation from PyPI:
pip install dimod3 maintainers
Release files for dimod 0.12.22
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| dimod-0.12.22.tar.gz | 3.2 MB | Details |
Built distributions (wheels)
Total release size:201.5 MB
Release files / dimod-0.12.22.tar.gz
| Download URL | dimod-0.12.22.tar.gz |
|---|---|
| Size | 3.2 MB |
| Tags | Source |
|
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Release files / dimod-0.12.22-cp314-cp314t-win_amd64.whl
| Download URL | dimod-0.12.22-cp314-cp314t-win_amd64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows x86-64 |
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Release files / dimod-0.12.22-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
| Download URL | dimod-0.12.22-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl |
|---|---|
| Size | 8.7 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 |
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Release files / dimod-0.12.22-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
| Download URL | dimod-0.12.22-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl |
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| Size | 8.5 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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Release files / dimod-0.12.22-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | dimod-0.12.22-cp314-cp314t-macosx_11_0_arm64.whl |
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| Tags | CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 |
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Release files / dimod-0.12.22-cp314-cp314-win_amd64.whl
| Download URL | dimod-0.12.22-cp314-cp314-win_amd64.whl |
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| Download URL | dimod-0.12.22-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.13
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Release files / dimod-0.12.22-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
| Download URL | dimod-0.12.22-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl |
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| Size | 8.7 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.13
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Release files / dimod-0.12.22-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
| Download URL | dimod-0.12.22-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl |
|---|---|
| Size | 8.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.13
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Release files / dimod-0.12.22-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | dimod-0.12.22-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.13
|
Release files / dimod-0.12.22-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | dimod-0.12.22-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.12.13
|
