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energieautarkes-wohnquartier/backend

opencode:6174

This Python-based REST API delivers energy simulation data for the “Energieautarkes Wohnquartier” project. It provides both precomputed results for various building and system configurations, as well as real-time predictions using a machine learning model trained on over 3,300 high-fidelity SimulationX simulations. The API can be used alongside the separately developed React/Three.js frontend to enable real-time evaluation of user-defined scenarios. Deterministic simulations and ML-based regression are combined to ensure fast and accurate responses, even for previously unseen configurations.

Entity type · RepositoryPublic dossier · indexable04 Sept 2026, 10:35

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality
2direct evidenced connections
2exact-identifier edges
3referenced source snapshots
5published attributes
ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:dca12038cda6fd609388ca62
Relationshipdeclares_dependency
Software packageTensorFlow
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:6174@6ae45088ffd04bb6e3c5d98661babfc8fa9dea5e:pypi:tensorflow
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Exact identifieredge:e29855bb065c41109f0560b4
Relationshipdeclares_dependency
Software packagescikit-learn
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:6174@6ae45088ffd04bb6e3c5d98661babfc8fa9dea5e:pypi:scikit-learn
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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count
2
Commit Sha
6ae45088ffd04bb6e3c5d98661babfc8fa9dea5e
Last Activity At
2026-09-03T14:02:48.229Z
Path With Namespace
energieautarkes-wohnquartier/backend
Tree Complete
true
PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

02
german-public-sector-ai-dependency-atlasopencode:6174@6ae45088ffd04bb6e3c5d98661babfc8fa9dea5e:pypi:tensorflow · repository_commit_manifest_package_identity
Open original source
03
german-public-sector-ai-dependency-atlasopencode:6174@6ae45088ffd04bb6e3c5d98661babfc8fa9dea5e:pypi:scikit-learn · repository_commit_manifest_package_identity
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