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Replace tool names with RDMkit template tags, add missing tools, add contributor
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_data/CONTRIBUTORS.yaml

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@@ -775,3 +775,8 @@ Manuel Feser:
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git: feserm
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orcid: 0000-0001-6546-1818
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affiliation: Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben
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Jorge Miguel Silva:
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country: PT
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orcid: 0000-0002-6331-6091
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affiliation: University of Aveiro, IEETA/DETI
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elixir_node: PT

_data/tool_and_resource_list.yml

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id: paperpile
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name: Paperpile
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url: https://paperpile.com/
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- description: A Python package that tracks CO2 emissions from computing, quantifying and reducing the environmental impact of machine learning.
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id: codecarbon
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name: CodeCarbon
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url: https://codecarbon.io/
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- description: An open-source tool for tracking data, models and experiments, providing Git-like version control for machine learning projects.
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id: dvc
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name: DVC (Data Version Control)
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url: https://dvc.org
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- description: An open-source ML monitoring framework for tracking data drift, model performance, and data quality.
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id: evidently
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name: Evidently
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url: https://www.evidentlyai.com
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- description: An industrial-grade federated learning framework supporting homomorphic encryption and multi-party computation.
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id: fate
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name: FATE (Federated AI Technology Enabler)
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url: https://github.com/FederatedAI/FATE
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- description: A unified, framework-agnostic federated learning platform with built-in secure aggregation.
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id: flower
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name: Flower
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url: https://flower.ai
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- description: An online calculator for estimating the carbon footprint of machine learning models.
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id: green-algorithms
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name: Green Algorithms
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url: http://www.green-algorithms.org/
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- description: An online calculator for estimating the CO2 impact of machine learning training.
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id: ml-co2-impact
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name: ML CO2 Impact
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url: https://mlco2.github.io/impact/
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- description: An end-to-end platform for developing and deploying federated learning applications, supporting FedAvg, FedProx and FedOpt.
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id: nvidia-flare
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name: NVIDIA FLARE
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url: https://developer.nvidia.com/flare
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- description: A Python library for vertical federated learning experiments using split neural networks.
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id: pyvertical
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name: PyVertical
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url: https://github.com/OpenMined/PyVertical
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- description: A command-line utility for creating, editing and inspecting Workflow Run RO-Crate packages.
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id: runcrate
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name: runcrate
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url: https://github.com/ResearchObject/runcrate
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- description: A federated learning platform with built-in traceability and a web interface for non-technical stakeholders.
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id: substra
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name: Substra
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url: https://github.com/Substra

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