Skip to main content

Ascent Science Python SDK

ascent-science is the lightweight core SDK. Algorithm implementations are installed independently and discovered through Python entry points.

python -m pip install ascent-science==0.9.3
python -m pip install ascent-science-aco==0.1.2
import ascent

solver = ascent.combinatorial.ACOOptimizer(ants=30, iterations=100, seed=42)
result = solver.solve_tsp([[0, 2, 3], [2, 0, 1], [3, 1, 0]])
print(result.best_route, result.best_distance)
Distribution Public Python API
ascent-science-aco ascent.combinatorial.ACOOptimizer
ascent-science-pso ascent.combinatorial.PSOOptimizer
ascent-science-exact-qubo ascent.qubo.ExactQUBOOptimizer

Trying to access a missing plugin raises an actionable error containing its exact pip install command. Installing or removing one algorithm does not change any other algorithm package.

Metadata

Release files for ascent-science 0.9.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ascent-science 0.9.3
File Size Uploaded
ascent_science-0.9.3.tar.gz 21.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for ascent-science 0.9.3
File Interpreter ABI Platform
ascent_science-0.9.3-py3-none-any.whl Python 3 none any Details

Total release size: 49.4 kB

Release files / ascent_science-0.9.3.tar.gz

Download URL ascent_science-0.9.3.tar.gz
Size 21.3 kB
Tags Source
SHA-256 checksum
How to use checksums
b8ffe6fdd25a52b4c5591c042dd788d5fd1028331ff5a7488d862008bd1ac27b
BLAKE2b-256 checksum
How to use checksums
00cea7c7f313619734731596759e72352823fea2a73638da68be76264ef4102d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.14.3

Release files / ascent_science-0.9.3-py3-none-any.whl

Download URL ascent_science-0.9.3-py3-none-any.whl
Size 28.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
5b78a70bc02c2ebd4c458a71efb2bb475f5835c82633766c383561700ca02b5c
BLAKE2b-256 checksum
How to use checksums
2b14751061bc369d99f122e46d99a7e71633b545298f9270180c75c6801b93f3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.14.3

Release history Release notifications | RSS feed

0.9.7

1 release file

0.9.6

2 release files

0.9.5

2 release files

This release

0.9.3 This release

2 release files

0.9.2

2 release files

0.9.1

2 release files

0.9.0

1 release file

0.8.0

2 release files

0.7.0

2 release files

0.5.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page