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aigrids

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Datasets, Models and Methods for Power System Foundation Models

artificialintelligencelearningmachinepowersystems
Versions collected1
Direct dependencies10From release 0.0.1
Last observed21 Oct, 10:50 UTC

README

Version 0.0.1 documentation

aidotgrids

Overview

  1. Quick start
  2. Datasets
  3. Contributing

1. Quick start

Install stable version (option A):

pip install -U aidotgrids

Or, install bleeding-edge version (Option B):

pip uninstall -y aidotgrids         # ensure the PyPI version is removed
pip install git+https://github.com/AI-grids/aidotgrids

2. Datasets

All standardized tasks are hosted on Hugging Face Hub and can be downloaded automatically via aidotgrids.load. Current coverage:

Task / DatasetModalityDocs
OPFDataGraphs (optimal-power-flow)details
PowerGraphTransmission-grid graphsdetails
SolarCubeSatellite imagerydetails
BuildingElectricityTime-series load profilesdetails
WindFarmSCADA & weatherdetails

Load a dataset in a few lines:

from aidotgrids import load

ds = load.load_task(
    task_name="WindFarm",
    subtask_name="odd_time_predict48h",
    root_path="~/AI-grids"  # local cache/download directory
)

3. Contributing

We welcome pull requests for new datasets, models and algorithms, or simply a fix in our code. Please read CONTRIBUTING.md before opening an issue or pull request.

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Versions 1

Collected releases
VersionPublishedDirect dependenciesOpen version
0.0.130 Jun 202610

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aigrids/aigrids

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Observed since 21 Oct, 10:50 UTC

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package:b2b1cfc3bd4d453595c7405e2c484156fab60cc6172b9c095b5cb70925990929