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ai4climate

A Collection and Analysis of Machine Learning Tasks, Datasets and Testbeds for Tackling Climate Change.

Published27 Apr 2025

Direct dependencies4

Transitive dependenciesNot calculated

README

Version 0.0.4 documentation

AI4Climate: Collection of Machine Learning Tasks and Datasets for Tackling Climate Change

Overview

Getting started
Available datasets
Contributions

Getting started

All datasets are provided on Hugging Face Hub and ready to be downloaded and parsed into our standardized data format with training, validation and testing splits using our ai4climate Python package. Install package:

pip install ai4climate

For example, load the "train_small_test_medium" task from the "OPFData" dataset:

from ai4climate import load

dataset = load(
    task_name='OPFData', 
    subtask_name='train_small_test_medium',
    root_path='~/AI4Climate/'
)

Run main experiments as specified in config.yml with:

python src/main.py

List of available datasets

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4 direct targetsNot calculated transitive count

Package / target	Requirement	Relationship
numpy Environment { "extras": "", "marker": null, "requires_python": ">=3.9", "evaluation": "NOT_EVALUATED" }	`numpy>=2.0`	runtime
pandas Environment { "extras": "", "marker": null, "requires_python": ">=3.9", "evaluation": "NOT_EVALUATED" }	`pandas>=2.0`	runtime
h5py Environment { "extras": "", "marker": null, "requires_python": ">=3.9", "evaluation": "NOT_EVALUATED" }	`h5py>=3.0.0`	runtime
torch Environment { "extras": "", "marker": null, "requires_python": ">=3.9", "evaluation": "NOT_EVALUATED" }	`torch>=2.0.0`	runtime

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ai4climate-0.0.4-py3-none-any.whl

bdist_wheel · 29.97 KB · Python py3

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ai4climate-0.0.4.tar.gz

sdist · 27.29 KB · Python source

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arsamaryandoust/ai4climate

Shared repository data · GitHub

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package_version:41409dcac1fe04e5fc6977bcb3fdec641d4bc0af5963074aa703ff33a7e79d4c

Package details

Ecosystem: PyPI
Registry license: MIT License Copyright (c) 2025 Arsam Aryandoust Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Collected versions: 1
Source: PyPI

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pkg:pypi/ai4climate@0.0.4

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Release published: 27 Apr 2025
Source modified: Unknown
First observed: 21 Oct 2026
Last observed: 21 Oct, 09:46 UTC

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